[Preprint]
Grouping Local Process Models, 2023
[DOI: 10.48550/ARXIV.2311.03040]

Peeva, Viki
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
The rotating disc electrode : measurement protocols and reproducibility in the evaluation of catalysts for the oxygen evolution reaction
In: Energy advances, 2 (11), 1823-1830, 2023
[DOI: 10.1039/D3YA00340J]

Tesch, Marc F. (Corresponding author)
Neugebauer, Sebastian
Narangoda, Praveen V.
Schlögl, Robert
Mechler, Anna Katharina (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
ReThink Your Processes! A Review of Process Mining for Sustainability
In: 2023 International Conference on ICT for Sustainability (ICT4S) : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-1109-9 - doi:10.1109/ICT4S58814.2023.00025, 164-175, 2023
[DOI: 10.1109/ICT4S58814.2023.00025]

Graves, Nina (Corresponding author)
Koren, István (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag]
Digital Shadows: Infrastructuring the Internet of Production
In: Internet of Production. Interdisciplinary Excellence Accelerator Series, 1-17, 2023
[DOI: 10.1007/978-3-030-98062-7_25-1]

van der Aalst, Wil M. P.
Jarke, Matthias
Koren, István
Quix, Christoph

[Fachzeitschriftenartikel]
Ranking the Ranker: How to Evaluate Institutions, Researchers, Journals, and Conferences?
In: Business & information systems engineering, 2023
[DOI: 10.1007/s12599-023-00836-5]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Buchbeitrag, Beitrag zu einem Tagungsband]
Sustainability in the Internet of Production: Interdisciplinary Opportunities and Challenges
In: 2023 IEEE International Symposium on Technology and Society (ISTAS) : [Proceedings], 8 Seiten, 2023
[DOI: 10.1109/ISTAS57930.2023.10306192]

Bernhard, Sebastian (Corresponding author)
Pütz, Sebastian
Röhl, Calvin Lucas
Baier, Ralph Oliver
Brauner, Philipp
et al.

[Preprint]
Improving Precision in Process Trees Using Subprocess Tree Logs, 2023
[DOI: 10.13140/RG.2.2.16372.12167]

Rennert, Christian (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Analyzing Cyber-Physical Systems in Cars: A Case Study
In: Proceedings of the 12th International Conference on Data Science, Technology and Applications, 2023
[DOI: 10.5220/0012136000003541]

Beyel, Harry Herbert
Makke, Omar
Yuan, Fangbo
Gusikhin, Oleg
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems
In: Computers in industry, 153, 104020, 2023
[DOI: 10.1016/j.compind.2023.104020]

Park, Gyunam (Corresponding author)
Schuster, Daniel
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
In: npj precision oncology, 7 (1), 35, 2023
[DOI: 10.1038/s41698-023-00365-0]

Saldanha, Oliver Lester
Loeffler, Chiara M. L.
Niehues, Jan Moritz
van Treeck, Marko
Seraphin, Tobias P.
et al.

[Buchbeitrag]
Design Elements of a Platform-Based Ecosystem for Industry Applications
In: Internet of production : fundamentals, applications and proceedings / editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-22, 2023
[DOI: 10.1007/978-3-030-98062-7_20-1]

Millan, Michael (Corresponding author)
Becker, Annika
Christou, Ester
Flaig, Roman
Gorißen, Leon Michel
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking
In: Application and theory of Petri Nets and concurrency : 44th International Conference, PETRI NETS 2023, Lisbon, Portugal, June 25-30, 2023, proceedings / Luis Gomes, Robert Lorenz (editors), 77-98, 2023
[DOI: 10.1007/978-3-031-33620-1_5]

Mannhardt, Felix (Corresponding author)
Leemans, Sander J. J.
Schwanen, Christopher T.
de Leoni, Massimiliano

[Buchbeitrag, Beitrag zu einem Tagungsband]
Anwendung von Process Mining zur kontinuierlichen Lernpfadidentifikation in Lernmanagementsystemen
In: 21. Fachtagung Bildungstechnologien (DELFI) / Gesellschaft für Informatik e.V. (GI) ; René Röpke, Ulrik Schroeder (Hrsg.), 213-218, 2023
[DOI: 10.18420/delfi2023-34]

Quakulinski, Lars
Judel, Sven (Corresponding author)
Wagner, Miriam
Schroeder, Ulrik

[Fachzeitschriftenartikel]
Significant stochastic dependencies in process models
In: Information systems : IS, 118, 102223, 2023
[DOI: 10.1016/j.is.2023.102223]

Leemans, Sander Jacobus Johannes (Corresponding author)
Mannel, Lisa Luise
Sidorova, Natalia

[Fachzeitschriftenartikel]
Mining Frequent Infix Patterns from Concurrency-Aware Process Execution Variants
In: Proceedings of the VLDB Endowment, 16 (10), 2666-2678, 2023
[DOI: 10.14778/3603581.3603603]

Martini, Michael (Corresponding author)
Schuster, Daniel (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Challenges and Opportunities of DevOps in Cyber-Physical Production Systems Engineering
In: 2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems (ICPS), 8-11 May 2023, 6 Seiten, 2023
[DOI: 10.1109/ICPS58381.2023.10128073]

Koren, István (Corresponding author)
Rinker, Felix (Corresponding author)
Meixner, Kristof (Corresponding author)
Matevska, Jasminka (Corresponding author)
Walter, Jörg (Corresponding author)

[Fachzeitschriftenartikel]
Discovering hybrid process models with bounds on time and complexity: When to be formal and when not?
In: Information systems : IS, 116, 102214, 2023
[DOI: 10.1016/j.is.2023.102214]

van der Aalst, Wil M. P.
De Masellis, Riccardo
Di Francescomarino, Chiara (Corresponding author)
Ghidini, Chiara
Kourani, Humam

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-driven Simulation in Process Mining: Introducing a Reference Model
In: Proceedings of the 37th ECMS International Conference on Modelling and Simulation, ECMS 2023 : June 20th-June 23rd, 2023, Florence, Italy / edited by: Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni ; organized by: ECMS - European Council for Modelling and Simulation ; hosted by: UNIFI - Università degli Studi di Firenze, 10 Seiten, 2023
[DOI: 10.7148/2023-0411]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Preserving complex object-centric graph structures to improve machine learning tasks in process mining
In: Engineering applications of artificial intelligence, 125, 106764, 2023
[DOI: 10.1016/j.engappai.2023.106764]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam
van der Aalst, Wil M. P.

[Doktorarbeit]
Preprocessing event data in process mining, 2023
[DOI: 10.18154/RWTH-2023-07982]

Fani Sani, Mohammadreza

[Buchbeitrag, Beitrag zu einem Tagungsband]
Explorative Process Discovery Using Activity Projections
In: Application and Theory of Petri Nets and Concurrency : 44th International Conference, PETRI NETS 2023, Lisbon, Portugal, June 25-30, 2023, Proceedings / edited by Luis Gomes, Robert Lorenz, 229-239, 2023
[DOI: 10.1007/978-3-031-33620-1_13]

Zhang, Yisong (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Quantum Computing
In: Business & information systems engineering, 65 (4), 361-367, 2023
[DOI: 10.1007/s12599-023-00823-w]

Nofer, Michael (Corresponding author)
Bauer, Kevin
Hinz, Oliver
van der Aalst, Wil M. P.
Weinhardt, Christof

[Fachzeitschriftenartikel]
Analyzing interconnected processes: using object-centric process mining to analyze procurement processes
In: International journal of data science and analytics, 23 Seiten, 2023
[DOI: 10.1007/s41060-023-00427-3]

Berti, Alessandro (Corresponding author)
Jessen, Urszula
Park, Gyunam
Rafiei, Majid
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Graph-based feature extraction on object-centric event logs
In: International journal of data science and analytics, 17 Seiten, 2023
[DOI: 10.1007/s41060-023-00428-2]

Berti, Alessandro (Corresponding author)
Herforth, Johannes
Qafari, Mahnaz Sadat
van der Aalst, Wil M. P.

[Buchbeitrag]
A Digital Shadow Reference Model for Worldwide Production Labs
In: Internet of production : fundamentals, applications and proceedings / editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-28, 2023
[DOI: 10.1007/978-3-030-98062-7_3-2]

Michael, Judith (Corresponding author)
Koren, István
Dimitriadis, Iraklis
Fulterer, Judith
Gannouni, Aymen
et al.

[Buchbeitrag, Fachzeitschriftenartikel]
Object-Centric Process Mining: Unraveling the Fabric of Real Processes
In: Mathematics : open access journal, 11 (12), 2691, 2023
[DOI: 10.3390/math11122691]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
A generic approach to extract object-centric event data from databases supporting SAP ERP
In: Journal of intelligent information systems : JIIS, 2023
[DOI: 10.1007/s10844-023-00799-9]

Berti, Alessandro (Corresponding author)
Park, Gyunam
Rafiei, Majid
van der Aalst, Wil M. P.

[Buchbeitrag]
The Internet of Production: Interdisciplinary Visions and Concepts for the Production of Tomorrow
In: Internet of production : fundamentals, applications and proceedings / editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-12, 2023
[DOI: 10.1007/978-3-030-98062-7_1-1]

Brecher, Christian
Padberg, Melanie Sarah Katharina (Corresponding author)
Jarke, Matthias
van der Aalst, Wil M. P.
Schuh, Günther

[Fachzeitschriftenartikel]
Optimizing Resource Allocation Based on Predictive Process Monitoring
In: IEEE access, 11, 38309-38323, 2023
[DOI: 10.1109/ACCESS.2023.3267538]

Park, Gyunam
Song, Minseok (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Revisiting the Alpha Algorithm To Enable Real-Life Process Discovery Applications
In: Joint Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data and the International Workshop on Petri Nets for Twin Transition co-located with the 44th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2023) Caparica, Portugal, June 25-30, 2023 / Edited by: Luis Gomes, Paulo Leitão, Robert Lorenz, Jan Martijn van der Werf, Sebastiaan J. van Zelst, 16 Seiten, 2023
[DOI: 10.18154/RWTH-2023-06517]

Küsters, Aaron Ruben (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting Surprising Situations in Event Data
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 216-228, 2023
[DOI: 10.1007/978-3-031-27815-0_16]

Kohlschmidt, Christian
Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Monitoring Constraints in Business Processes Using Object-Centric Constraint Graphs
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 479-492, 2023
[DOI: 10.1007/978-3-031-27815-0_35]

Park, Gyunam (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discrimination-Aware Process Mining: A Discussion
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 101-113, 2023
[DOI: 10.1007/978-3-031-27815-0_8]

Pohl, Timo
Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving the eST-Miner Models by Replacing Imprecise Structures Using Place Projection
In: Joint Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data and the International Workshop on Petri Nets for Twin Transition co-located with the 44th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2023) Caparica, Portugal, June 25-30, 2023 / Edited by: Luis Gomes, Paulo Leitão, Robert Lorenz, Jan Martijn van der Werf, Sebastiaan J. van Zelst, 17 Seiten, 2023
[DOI: 10.18154/RWTH-2023-06404]

Rennert, Christian (Corresponding author)
Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enhancing Data-Awareness of Object-Centric Event Logs
In: Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers / edited by Marco Montali, Arik Senderovich, Matthias Weidlich, 18-30, 2023
[DOI: 10.1007/978-3-031-27815-0_2]

Goossens, Alexandre (Corresponding author)
De Smedt, Johannes
Vanthienen, Jan
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
An Experimental Evaluation of Process Concept Drift Detection
In: Proceedings of the VLDB Endowment, 16 (8), 1856-1869, 2023
[DOI: 10.14778/3594512.3594517]

Adams, Jan Niklas (Corresponding author)
Pitsch, Cameron (Corresponding author)
Brockhoff, Tobias (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag]
Improving Shop Floor-Near Production Management Through Data-Driven Insights
In: Internet of production : fundamentals, applications and proceedings / editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-23, 2023
[DOI: 10.1007/978-3-030-98062-7_16-1]

Schmitt, Robert H.
Kiesel, Raphael
Buschmann, Daniel (Corresponding author)
Cramer, Simon Tristan
Enslin, Chrismarie
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Explainable Predictive Decision Mining for Operational Support
In: Service-oriented computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 : Sevilla, Spain, November 29-December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola, Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins, Pablo Fernández, Antonio Ruiz-Cortés, editors, 66-79, 2023
[DOI: 10.1007/978-3-031-26507-5_6]

Park, Gyunam (Corresponding author)
Küsters, Aaron Ruben
Tews, Mara
Pitsch, Cameron
Schneider, Jonathan
et al.

[Buch, Reference]
Internet of Production : Fundamentals, Applications and Proceedings
In: Interdisciplinary Excellence Accelerator Series : IDEAS, 2023
[DOI: 10.1007/978-3-030-98062-7]

Brecher, Christian (Editor)
Schuh, Günther (Editor)
van der Aalst, Wil M. P. (Editor)
Jarke, Matthias (Editor)
Piller, Frank Thomas (Editor)
et al.

[Buchbeitrag]
Actionable Artificial Intelligence for the Future of Production
In: Internet of production : fundamentals, applications and proceedings / editors: Christian Brecher, Günther Schuh, Wil van der Aalst, Matthias Jarke, Frank T. Piller, Melanie Padberg, 1-46, 2023
[DOI: 10.1007/978-3-030-98062-7_4-1]

Behery, Mohamed Anwar Abdellatif (Corresponding author)
Brauner, Philipp (Corresponding author)
Zhou, Hans Aoyang
Uysal, Merih Seran
Samsonov, Vladimir
et al.

[Fachzeitschriftenartikel]
Cortado: A dedicated process mining tool for interactive process discovery
In: SoftwareX, 22, 101373, 2023
[DOI: 10.1016/j.softx.2023.101373]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
An Abstraction-Based Approach for Privacy-Aware Federated Process Mining
In: IEEE access, 11, 33697-33714, 2023
[DOI: 10.1109/ACCESS.2023.3263673]

Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Welcome to the Era of ChatGPT et al
In: Business & information systems engineering, 65 (2), 95-101, 2023
[DOI: 10.1007/s12599-023-00795-x]

Teubner, Timm (Corresponding author)
Flath, Christoph M.
Weinhardt, Christof
van der Aalst, Wil M. P.
Hinz, Oliver

[Buchbeitrag, Beitrag zu einem Tagungsband]
GALOIS: A Hybrid and Platform-Agnostic Stream Processing Architecture
In: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments / Edited by Sven Groppe, Le Gruenwald, Ching-Hsien Hsu, 2023
[DOI: 10.1145/3579142.3594287]

Stolz, Tarek (Corresponding author)
Koren, István (Corresponding author)
Tirpitz, Liam (Corresponding author)
Geisler, Sandra (Corresponding author)

[Preprint]
Performance-Preserving Event Log Sampling for Predictive Monitoring, 2023
[DOI: 10.48550/ARXIV.2301.07624]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan Johannes
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
TraVaS: Differentially Private Trace Variant Selection for Process Mining
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 114-126, 2023
[DOI: 10.1007/978-3-031-27815-0_9]

Rafiei, Majid (Corresponding author)
Wangelik, Frederik
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Comparing Ordering Strategies for Process Discovery Using Synthesis Rules
In: Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola, Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins, Pablo Fernández, Antonio Ruiz-Cortés editors, 40-52, 2023
[DOI: 10.1007/978-3-031-26507-5_4]

Huang, Tsung-Hao (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Software in Cyberphysischen Produktionssystemen : Herausforderungen zur Umsetzung in der Industrie
In: atp Magazin, 65 (4), 62-68, 2023
[DOI: 10.17560/atp.v65i4.2646]

Feichtinger, Kevin
Meixner, Kristof
Rinker, Felix
Koren, István
Eichelberger, Holger
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Creating Translucent Event Logs to Improve Process Discovery
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 435-447, 2023
[DOI: 10.1007/978-3-031-27815-0_32]

Beyel, Harry Herbert (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications
In: 2023 IEEE 15th International Symposium on Autonomous Decentralized System (ISADS) : 15-17 March 2023, 2023
[DOI: 10.1109/ISADS56919.2023.10092050]

Barhoush, Mahdi (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Schmeink, Anke (Corresponding author)

[Fachzeitschriftenartikel]
Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning
In: IEEE ACM transactions on audio, speech, and language processing : TASLP, 31, 670-683, 2023
[DOI: 10.1109/TASLP.2022.3231700]

Barhoush, Mahdi (Corresponding author)
Hallawa, Ahmed
Peine, Arne
Martin, Lukas Benjamin
Schmeink, Anke

[Fachzeitschriftenartikel]
"So what if ChatGPT wrote it?" Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy
In: International journal of information management, 71, 102642, 2023
[DOI: 10.1016/j.ijinfomgt.2023.102642]

Dwivedi, Yogesh K. (Corresponding author)
Kshetri, Nir
Hughes, Laurie
Slade, Emma Louise
Jeyaraj, Anand
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Tool for Business Processes Diagnostics
In: Service-Oriented Computing - ICSOC 2022 Workshops : ASOCA, AI-PA, FMCIoT, WESOACS 2022 Sevilla, Spain, November 29 - December 2, 2022 : proceedings / Javier Troya, Raffaela Mirandola • Elena Navarro, Andrea Delgado, Sergio Segura, Guadalupe Ortiz, Cesare Pautasso, Christian Zirpins • Pablo Fernández, Antonio Ruiz-Cortés editors, 350-354, 2023
[DOI: 10.1007/978-3-031-26507-5_31]

Pourbafrani, Mahsa (Corresponding author)
Gharbi, Firas
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Performance-preserving event log sampling for predictive monitoring
In: Journal of intelligent information systems : JIIS, 61 (1), 61-82, 2023
[DOI: 10.1007/s10844-022-00775-9]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan J.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining for Long-Term Dependencies in Causal Graphs
In: Business Process Management Workshops : BPM 2022 International Workshops, Münster, Germany, September 11-16, 2022, Revised Selected Papers / edited by Cristina Cabanillas, Niels Frederik Garmann-Johnsen, Agnes Koschmider, 117-131, 2023
[DOI: 10.1007/978-3-031-25383-6_10]

Kourani, Humam (Corresponding author)
Di Francescomarino, Chiara
Ghidini, Chiara
van der Aalst, Wil M. P.
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Combined Approach of Process Mining and Rule-Based AI for Study Planning and Monitoring in Higher Education
In: Process Mining Workshops : ICPM 2022 International Workshops Bozen-Bolzano, Italy, October 23-28, 2022 : revised selected papers / Marco Montali, Arik Senderovich, Matthias Weidlich editors, 513-525, 2023
[DOI: 10.1007/978-3-031-27815-0_37]

Wagner, Miriam (Corresponding author)
Helal, Hayyan
Röpke, René
Judel, Sven
Doveren, Jens
et al.

[Bericht]
The coming decade of digital brain research - A vision for neuroscience at the intersection of technology and computing, 2023
[DOI: 10.5281/zenodo.7764003]

Amunts, Katrin
Axer, Markus
Bitsch, Lise
Bjaalie, Jan G.
Philipp, Brauner (Corresponding author)
et al.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Explainable concept drift in process mining
In: Information systems : IS, 114, 102177, 2023
[DOI: 10.1016/j.is.2023.102177]

Adams, Jan Niklas (Corresponding author)
van Zelst, Sebastiaan Johannes
Rose, Thomas
van der Aalst, Wil M. P.

[Buchbeitrag]
Engineering Digital Twins and Digital Shadows as Key Enablers for Industry 4.0
In: Digital Transformation : Core Technologies and Emerging Topics from a Computer Science Perspective / edited by Birgit Vogel-Heuser, Manuel Wimmer, 3-31, 2023
[DOI: 10.1007/978-3-662-65004-2_1]

Braun, Stefan
Dalibor, Manuela
Jansen, Nico
Jarke, Matthias
Koren, István
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Sustainability and Resilience in Alliance-Driven Manufacturing Ecosystems: A Strategic Conceptual Modeling Perspective
In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3653-3662, 2023

Koren, István (Corresponding author)
Jarke, Matthias (Corresponding author)
Piller, Frank Thomas (Corresponding author)
Elmaraghy, Hoda (Corresponding author)

[Beitrag zu einem Tagungsband]
Introduction to the Minitrack on Data Spaces for Sustainability and Resilience in Manufacturing
In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3-6, 2023, 3641-3642, 2023

Jarke, Matthias (Corresponding author)
Koren, István (Corresponding author)
Piller, Frank Thomas (Corresponding author)
Elmaraghy, Hoda (Corresponding author)

[Fachzeitschriftenartikel]
Sustainable Systems Engineering : Opportunities and Challenges
In: Business & information systems engineering, 65 (1), 1-6, 2023
[DOI: 10.1007/s12599-022-00784-6]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Fachzeitschriftenartikel]
A natural language querying interface for process mining
In: Journal of intelligent information systems, 61, 130-142, 2022
[DOI: 10.1007/s10844-022-00759-9]

Barbieri, Luciana (Corresponding author)
Madeira, Edmundo
Stroeh, Kleber
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
OC-PM: analyzing object-centric event logs and process models
In: International journal on software tools for technology transfer : STTT, 25 (1), 1-17, 2022
[DOI: 10.1007/s10009-022-00668-w]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Modeling Digital Shadows in Manufacturing by Using Process Mining
In: Modellierung 2022 Satellite Events / J. Michael, J. Pfeiffer, A. Wortmann (Hrsg.), 2022
[DOI: 10.18420/modellierung2022ws-015]

Brockhoff, Tobias (Corresponding author)
Uysal, Merih Seran (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study, 2022
[DOI: 10.48550/ARXIV.2209.10897]

Benevento, Elisabetta (Corresponding author)
Pegoraro, Marco (Corresponding author)
Antoniazzi, Mattia
Beyel, Harry H.
Peeva, Viki
et al.

[Preprint]
Analyzing Medical Data with Process Mining: a COVID-19 Case Study, 2022
[DOI: 10.48550/arXiv.2202.04625]

Pegoraro, Marco (Corresponding author)
Narayana, Madhavi Bangalore Shankara
Benevento, Elisabetta
van der Aalst, Wil M. P.
Martin, Lukas
et al.

[Preprint]
Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data, 2022
[DOI: 10.48550/arXiv.2204.04164]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
Hülsmann, Tom-Hendrik
van der Aalst, Wil M. P.

[Preprint]
Probabilistic and Non-Deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques, 2022
[DOI: 10.48550/arXiv.2205.04827]

Pegoraro, Marco (Corresponding author)

[Preprint]
Explainable Predictive Decision Mining for Operational Support, 2022
[DOI: 10.48550/arXiv.2210.16786]

Park, Gyunam (Corresponding author)
Küsters, Aaron Ruben (Corresponding author)
Tews, Mara (Corresponding author)
Pitsch, Cameron (Corresponding author)
Schneider, Jonathan (Corresponding author)
et al.

[Preprint]
Detecting Context-Aware Deviations in Process Executions, 2022
[DOI: 10.48550/arXiv.2206.05532]

Park, Gyunam (Corresponding author)
Benzin, Janik-Vasily (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
OPerA: Object-Centric Performance Analysis, 2022
[DOI: 10.48550/arXiv.2204.10662]

Park, Gyunam (Corresponding author)
Adams, Jan Niklas (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Event Log Sampling for Predictive Monitoring, 2022
[DOI: 10.48550/arXiv.2204.01470]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan (Corresponding author)
Park, Gyunam (Corresponding author)
Pegoraro, Marco (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
et al.

[Preprint]
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations, 2022
[DOI: 10.48550/ARXIV.2203.12969]

Park, Gyunam (Corresponding author)
Comuzzi, Marco (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Framework for Extracting and Encoding Features from Object-Centric Event Data, 2022
[DOI: 10.48550/arXiv.2209.01219]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam (Corresponding author)
Levich, Sergej (Corresponding author)
Schuster, Daniel (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Interactive Process Identification and Selection from SAP ERP, 2022
[DOI: 10.48550/arXiv.2212.06514]

Weber, Julian (Corresponding author)
Berti, Alessandro (Corresponding author)
Park, Gyunam (Corresponding author)
Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison
In: IEEE Congress on Cybermatics 2022, IEEE International Conferences on Internet of Things (iThings), IEEE Green Computing and Communications (GreenCom), IEEE Cyber, Physical and Social Computing (CPSCom), IEEE Smart Data (SmartData) : Cybermatics 2022, iThings 2022, GreenCom 2022, CPSCom 2022, SmartData 2022 : 22-25 August 2022, Espoo, Finland : proceedings / general chairs: Tarek Abdelzaher (University of Illinois at Urbana-Champaign, USA), Honggang Wang (University of Massachusetts Dartmouth, USA), Fan Wu (Shanghai Jiao Tong University, China), 555-559, 2022
[DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00108]

Barhoush, Mahdi (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Schmeink, Anke (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Radiopaths: Deep Multimodal Analysis on Chest Radiographs
In: 2022 IEEE International Conference on Big Data : Dec. 17-Dec. 20, 2022, Osaka, Japan / edited by: Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan ; publisher: IEEE, 3613-3621, 2022
[DOI: 10.1109/BigData55660.2022.10020356]

Kohankhaki, Mohammad (Corresponding author)
Ayad, Ahmad Said Yousf (Corresponding author)
Barhoush, Mahdi (Corresponding author)
Leibe, Bastian (Corresponding author)
Schmeink, Anke (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cache Enhanced Split-Point-Based Alignment Calculation
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 120-127, 2022
[DOI: 10.1109/ICPM57379.2022.9980633]

Li, Tian (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data
In: Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 19-35, 2022
[DOI: 10.1007/978-3-031-20984-0_2]

Schuster, Daniel (Corresponding author)
Martini, Michael
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag]
Data-Aware Process Oriented Query Language
In: Process querying methods / Artem Polyvyanyy editor, 49-83, 2021
[DOI: 10.1007/978-3-030-92875-9_3]

de Murillas, Eduardo Gonzalez Lopez (Corresponding author)
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Generic Trace Ordering Framework for Incremental Process Discovery
In: Advances in intelligent data analysis XX : 20th International Symposium on Intelligent Data Analysis, IDA 2022 : Rennes, France, April 20-22, 2022 : proceedings / Tassadit Bouadi, Elisa Fromont, Eyke Hüllermeier (eds.), 264-277, 2022
[DOI: 10.1007/978-3-031-01333-1_21]

Schuster, Daniel (Corresponding author)
Domnitsch, Emanuel
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining : A 360 Degree Overview
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 3-34, 2022
[DOI: 10.1007/978-3-031-08848-3_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Foundations of Process Discovery
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 37-75, 2022
[DOI: 10.1007/978-3-031-08848-3_2]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Scaling Process Mining to Turn Insights into Actions
In: Process mining handbook / Wil M. P. van der Aalst, Josep Carmona (eds.), 495-502, 2022
[DOI: 10.1007/978-3-031-08848-3_17]

van der Aalst, Wil M. P. (Corresponding author)
Carmona, Josep

[Buchbeitrag, Beitrag zu einem Tagungsband]
Stochastic Process Model-Log Quality Dimensions: An Experimental Study
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 80-87, 2022
[DOI: 10.1109/ICPM57379.2022.9980707]

Burke, Adam T. (Corresponding author)
Leemans, Sander Jacobus Johannes (Corresponding author)
Wynn, Moe T. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
ter Hofstede, Arthur H. M. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
High-Level Event Mining: A Framework
In: 2022 4th International Conference on Process Mining : ICPM 2022 : Bolzano, Italy, October 23-28, 2022 : proceedings / editors: Andrea Burattin, Artem Polyvyanyy, Barbara Weber ; IEEE Computational Intelligence Society, 136-143, 2022
[DOI: 10.1109/ICPM57379.2022.9980816]

Bakullari, Bianka (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Defining Cases and Variants for Object-Centric Event Data
In: 2022 4th International Conference on Process Mining (ICPM), 23-28 Oct. 2022, 128-135, 2022
[DOI: 10.1109/ICPM57379.2022.9980730]

Adams, Jan Niklas (Corresponding author)
Schuster, Daniel (Corresponding author)
Schmitz, Seth (Corresponding author)
Schuh, Günther (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Enhancing Data-Awareness of Object-Centric Event Logs, 2022
[DOI: 10.18154/RWTH-2023-00102]

Goossens, Alexandre
De Smedt, Johannes
Vanthienen, Jan
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Resolving Uncertain Case Identifiers in Interaction Logs: A User Study, 2022
[DOI: 10.48550/arXiv.2212.00009]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Hülsmann, Tom-Hendrik (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Combined Approach of Process Mining and Rule-based AI for Study Planning and Monitoring in Higher Education, 2022
[DOI: 10.18154/RWTH-2023-00100]

Wagner, Miriam (Corresponding author)
Helal, Hayyan (Corresponding author)
Röpke, René (Corresponding author)
Judel, Sven (Corresponding author)
Doveren, Jens (Corresponding author)
et al.

[Preprint]
Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data, 2022
[DOI: 10.18154/RWTH-2023-00098]

Schuster, Daniel (Corresponding author)
Martini, Michael (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Detecting Surprising Situations in Event Data, 2022
[DOI: 10.48550/arXiv.2208.13515]

Kohlschmidt, Christian (Corresponding author)
Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Defining Cases and Variants for Object-Centric Event Data, 2022
[DOI: 10.18154/RWTH-2023-00094]

Adams, Jan Niklas (Corresponding author)
Schuster, Daniel (Corresponding author)
Schmitz, Seth (Corresponding author)
Schuh, Günther (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Clustering Object-Centric Event Logs, 2022
[DOI: 10.18154/RWTH-2023-00093]

Farhang Ghahfarokhi, Anahita (Corresponding author)
Akoochekian, Fatemeh
Zandkarimi, Fareed
van der Aalst, Wil M. P.

[Preprint]
Six Levels of Autonomous Process Execution Management (APEM), 2022
[DOI: 10.18154/RWTH-2023-00090]

van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
PM4Py-GPU : a High-Performance General-Purpose Library for Process Mining, 2022
[DOI: 10.18154/RWTH-2023-00089]

Berti, Alessandro
Nghia, Minh Phan (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Web-Based Tool for Comparative Process Mining, 2022

Narayana, Madhavi Bangalore Shankara (Corresponding author)
Benevento, Elisabetta
Pegoraro, Marco
Abdullah, Muhammad
Shahid, Rahim Bin
et al.

[Preprint]
How to Write Beautiful Process-and-Data-Science Papers?, 2022

van der Aalst, Wil M. P.

[Buch, Tagungsband]
Process Mining Handbook
In: Lecture notes in business information processing 448, 2022
[DOI: 10.1007/978-3-031-08848-3]

van der Aalst, Wil M. P. (Editor)
Carmona, Josep (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enhanced Transformation of BPMN Models with Cancellation Features
In: Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 128-144, 2022
[DOI: 10.1007/978-3-031-17604-3_8]

Lomidze, Giorgi
Schuster, Daniel
Li, Chiao-Yun
van Zelst, Sebastiaan Johannes (Corresponding author)

[Fachzeitschriftenartikel]
BISE Student: From Desk Drawer to Center Stage : Highlighting the Value of Student Theses
In: Business & information systems engineering, 64 (6), 701-706, 2022
[DOI: 10.1007/s12599-022-00781-9]

Sunyaev, Ali (Corresponding author)
Weinhardt, Christof
van der Aalst, Wil M. P.
Hinz, Oliver

[Buchbeitrag, Fachzeitschriftenartikel]
Mining context-aware resource profiles in the presence of multitasking
In: Artificial intelligence in medicine, 134, 102434, 2022
[DOI: 10.1016/j.artmed.2022.102434]

van Hulzen, Gerhardus A. W. M. (Corresponding author)
Li, Chiao-Yun
Martin, Niels
van Zelst, Sebastiaan Johannes
Depaire, Benoît

[Buchbeitrag, Beitrag zu einem Tagungsband]
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
In: Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 75-94, 2022
[DOI: 10.1007/978-3-031-17834-4_5]

Rafiei, Majid (Corresponding author)
Elkoumy, Gamal
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking for Trace Fragments Using Infix and Postfix Alignments
In: Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 299-310, 2022
[DOI: 10.1007/978-3-031-17834-4_18]

Schuster, Daniel (Corresponding author)
Föcking, Niklas
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Preprint]
High-Level Event Mining: A Framework
In: 4. International Conference on Process Mining Bolzano 2022-10-23 - 2022-10-28, 2022

Bakullari, Bianka (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Partial-order-based process mining: a survey and outlook
In: Knowledge and information systems, 65 (1), 1-29, 2022
[DOI: 10.1007/s10115-022-01777-3]

Leemans, Sander Jacobus Johannes (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
Lu, Xixi (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
No Time to Dice: Learning Execution Contexts from Event Logs for Resource-Oriented Process Mining
In: Business process management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings / Claudio Di Ciccio, Remco Dijkman, Adela Del-Río-Ortega, Stefanie Rinderle-Ma (eds.), 163-180, 2022
[DOI: 10.1007/978-3-031-16103-2_13]

Yang, Jing (Corresponding author)
Ouyang, Chun
ter Hofstede, Arthur H. M.
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
ocpa: A Python library for object-centric process analysis
In: Software impacts, 14, 100438, 2022
[DOI: 10.1016/j.simpa.2022.100438]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Framework for Extracting and Encoding Features from Object-Centric Event Data
In: Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 36-53, 2022
[DOI: 10.1007/978-3-031-20984-0_3]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam
Levich, Sergej
Schuster, Daniel
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting Context-Aware Deviations in Process Executions
In: Business Process Management Forum : BPM 2022 Forum, Münster, Germany, September 11-16, 2022, Proceedings / edited by Claudio Di Ciccio, Remco Dijkman, Adela del Río Ortega, Stefanie Rinderle-Ma, 190-206, 2022
[DOI: 10.1007/978-3-031-16171-1_12]

Park, Gyunam (Corresponding author)
Benzin, Janik-Vasily
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Probabilistic and Non-deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques
In: Proceedings of the Doctoral Consortium Papers Presented at the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), Leuven, Belgium, June 6 - 10, 2022. / Edited by CAiSE 2022 Doctoral Consortium Chairs, Amy Van Looy, Barbara Weber, Michael Rosemann, 37-46, 2022
[DOI: 10.18154/RWTH-2022-10546]

Pegoraro, Marco (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data
In: Enterprise, business-process and information systems modeling : 23rd International Conference, BPMDS 2022 and 27th International Conference, EMMSAD 2022, held at CAiSE 2022, Leuven, Belgium, June 6-7, 2022 : proceedings / Adriano Augusto, Asif Gill, Dominik Bork, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt (eds.), 173-187, 2022
[DOI: 10.1007/978-3-031-07475-2_12]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
Hülsmann, Tom-Hendrik
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
In: Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch, 159-176, 2022
[DOI: 10.1007/978-3-031-05760-1_10]

Park, Gyunam (Corresponding author)
Comuzzi, Marco
van der Aalst, Wil M. P.

[Konferenzbeitrag]
Cache Enhanced Split-Point-Based Alignment Calculation
In: 4. International Conference on Process Mining Bozen-Bolzano 2022-11-23 - 2022-11-28, 2022

Li, Tian
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Sound Free-Choice Workflow Nets with Non-block Structures
In: Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 200-216, 2022
[DOI: 10.1007/978-3-031-17604-3_12]

Huang, Tsung-Hao (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
OCπ: Object-Centric Process Insights
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 139-150, 2022
[DOI: 10.1007/978-3-031-06653-5_8]

Adams, Jan Niklas (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Process Models with Long-Term Dependencies While Providing Guarantees and Handling Infrequent Behavior
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 303-324, 2022
[DOI: 10.1007/978-3-031-06653-5_16]

Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
OPerA: Object-Centric Performance Analysis
In: Conceptual Modeling : 41st International Conference, ER 2022, Hyderabad, India, October 17-20, 2022, Proceedings / edited by Jolita Ralyté, Sharma Chakravarthy, Mukesh Mohania, Manfred A. Jeusfeld, Kamalakar Karlapalem, 281-292, 2022
[DOI: 10.1007/978-3-031-17995-2_20]

Park, Gyunam (Corresponding author)
Adams, Jan Niklas
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
From Place Nets to Local Process Models
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 346-368, 2022
[DOI: 10.1007/978-3-031-06653-5_18]

Peeva, Viki (Corresponding author)
Mannel, Lisa Luise
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Temporal Performance Analysis for Block-Structured Process Models in Cortado
In: Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6-10, 2022, Proceedings / edited by Jochen De Weerdt, Artem Polyvyanyy, 110-119, 2022
[DOI: 10.1007/978-3-031-07481-3_13]

Schuster, Daniel (Corresponding author)
Schade, Lukas
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interactive Process Improvement Using Simulation of Enriched Process Trees
In: Service-Oriented Computing - ICSOC 2021 Workshops : AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings / edited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong, 61-76, 2022
[DOI: 10.1007/978-3-031-14135-5_5]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Multiple-Stage Knowledge Distillation
In: Applied Sciences, 12 (19), 9453, 2022
[DOI: 10.3390/app12199453]

Xu, Chuanyun
Bai, Nanlan (Corresponding author)
Gao, Wenjian
Li, Tian
Li, Mengwei
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Retrofitting Industrial Machines with WebAssembly on the Edge
In: Web Information Systems Engineering - WISE 2022 : 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings / edited by Richard Chbeir, Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang, 241-256, 2022
[DOI: 10.1007/978-3-031-20891-1_18]

Nakakaze, Otoya (Corresponding author)
Koren, István
Brillowski, Florian Sascha
Klamma, Ralf

[Masterarbeit]
Converting histological records into structured data by using a Dependency Grammar, 2022
[DOI: 10.18154/RWTH-2022-08841]

Dörenberg, Julian

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool
In: Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch, 735-743, 2022
[DOI: 10.1007/978-3-031-05760-1_50]

Pourbafrani, Mahsa (Corresponding author)
Rafiei, Majid
Berti, Alessandro
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations
In: Research Challenges in Information Science : 16th International Conference, RCIS 2022, Barcelona, Spain, May 17-20, 2022, Proceedings / edited by Renata Guizzardi, Jolita Ralyté, Xavier Franch, 177-194, 2022
[DOI: 10.1007/978-3-031-05760-1_11]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Metaverse : How to Approach Its Challenges from a BISE Perspective
In: Business & information systems engineering, 65 (4), 401-406, 2022
[DOI: 10.1007/s12599-022-00765-9]

Peukert, Christian (Corresponding author)
Weinhardt, Christof
Hinz, Oliver
van der Aalst, Wil M. P.

[Buchbeitrag]
Hybrid Intelligence in Next Generation Manufacturing: An Outlook on New Forms of Collaboration Between Human and Algorithmic Decision-Makers in the Factory of the Future
In: Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 139-158, 2022
[DOI: 10.1007/978-3-031-07734-0_10]

Piller, Frank Thomas (Corresponding author)
Nitsch, Verena
van der Aalst, Wil M. P.

[Buchbeitrag]
Interface Design in Next Generation Manufacturing
In: Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 107-118, 2022
[DOI: 10.1007/978-3-031-07734-0_7]

Baier, Ralph Oliver (Corresponding author)
Nouduri, Srikanth
Vervier, Luisa Sophie
Brauner, Philipp
Koren, István
et al.

[Buchbeitrag]
Governance Structures in Next Generation Manufacturing
In: Forecasting next generation manufacturing : digital shadows, human-machine collaboration, and data-driven business models / Frank T. Piller, Verena Nitsch, Dirk Lüttgens, Alexander Mertens, Sebastian Pütz, Marc Van Dyck editors, 55-73, 2022
[DOI: 10.1007/978-3-031-07734-0_4]

Brecher, Christian
Jarke, Matthias
Piller, Frank Thomas
Schuh, Günther
Becker, Annika
et al.

[Fachzeitschriftenartikel]
Discovering System Dynamics Simulation Models Using Process Mining
In: IEEE access, 10, 78527-78547, 2022
[DOI: 10.1109/ACCESS.2022.3193507]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Privacy and Confidentiality in Process Mining: Threats and Research Challenges
In: ACM transactions on management information systems, 13 (1), 1-17, 2022
[DOI: 10.1145/3468877]

Elkoumy, Gamal (Corresponding author)
Fahrenkrog-Petersen, Stephan A.
Fani Sani, Mohammadreza
Koschmider, Agnes
Mannhardt, Felix
et al.

[Buchbeitrag, Fachzeitschriftenartikel]
Action-oriented process mining: bridging the gap between insights and actions
In: Progress in artificial intelligence, 2022
[DOI: 10.1007/s13748-022-00281-7]

Park, Gyunam (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
PROMISE: Coupling predictive process mining to process discovery
In: Information sciences, 606, 250-271, 2022
[DOI: 10.1016/j.ins.2022.05.052]

Pasquadibisceglie, Vincenzo (Corresponding author)
Appice, Annalisa
Castellano, Giovanna
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Feature recommendation for structural equation model discovery in process mining
In: Progress in artificial intelligence, 2022
[DOI: 10.1007/s13748-022-00282-6]

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
OrdinoR : A framework for discovering, evaluating, and analyzing organizational models using event logs
In: Decision support systems : DSS, 158, 113771, 2022
[DOI: 10.1016/j.dss.2022.113771]

Yang, Jing (Corresponding author)
Ouyang, Chun
van der Aalst, Wil M. P.
ter Hofstede, Arthur H. M.
Yu, Yang

[Fachzeitschriftenartikel]
How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare
In: Journal of biomedical informatics, 130, 104083, 2022
[DOI: 10.1016/j.jbi.2022.104083]

Benevento, Elisabetta (Corresponding author)
Aloini, Davide
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Analyzing Multi-level BOM-Structured Event Data
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 47-59, 2022
[DOI: 10.1007/978-3-030-98581-3_4]

Brockhoff, Tobias (Corresponding author)
Uysal, Merih Seran
Terrier, Isabelle
Göhner, Heiko
van der Aalst, Wil M. P.

[Buchbeitrag]
Analyzing Medical Data with Process Mining: A COVID-19 Case Study
In: Business Information Systems Workshops : BIS 2021 International Workshops, Virtual Event, June 14-17, 2021, revised selected papers / edited by Witold Abramowicz, Sören Auer, Milena Stróżyna, 39-44, 2022
[DOI: 10.1007/978-3-031-04216-4_4]

Pegoraro, Marco (Corresponding author)
Narayana, Madhavi Bangalore Shankara
Benevento, Elisabetta
van der Aalst, Wil M. P.
Martin, Lukas
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Diagnostics at Coarse-grained Levels
In: Proceedings of the 24th International Conference on Enterprise Information Systems: April 25-27, 2022 / edited by Joaquim Filipe, Michal Smialek, Alexander Brodsky and Slimane Hammoudi. - Volume 2, 484-491, 2022
[DOI: 10.5220/0011035000003179]

Pourbafrani, Mahsa (Corresponding author)
Gharbi, Firas
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Probability Estimation of Uncertain Process Trace Realizations
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 21-33, 2022
[DOI: 10.1007/978-3-030-98581-3_2]

Pegoraro, Marco (Corresponding author)
Bakullari, Bianka
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Event Log Sampling for Predictive Monitoring
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 154-166, 2022
[DOI: 10.1007/978-3-030-98581-3_12]

Fani Sani, Mohammadreza (Corresponding author)
Vazifehdoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan Johannes
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Towards a Natural Language Conversational Interface for Process Mining
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 268-280, 2022
[DOI: 10.1007/978-3-030-98581-3_20]

Barbieri, Luciana (Corresponding author)
Madeira, Edmundo Roberto Mauro
Stroeh, Kleber
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Rethinking the Input for Process Mining : Insights from the XES Survey and Workshop
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 3-16, 2022
[DOI: 10.1007/978-3-030-98581-3_1]

Wynn, Moe Thandar (Corresponding author)
Lebherz, Julian
van der Aalst, Wil M. P.
Accorsi, Rafael
Di Ciccio, Claudio
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Remaining Time Prediction for Processes with Inter-case Dynamics
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 140-153, 2022
[DOI: 10.1007/978-3-030-98581-3_11]

Pourbafrani, Mahsa (Corresponding author)
Kar, Shreya
Kaiser, Sebastian
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Trustworthy Artificial Intelligence and Process Mining : Challenges and Opportunities
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 395-407, 2022
[DOI: 10.1007/978-3-030-98581-3_29]

Pery, Andrew
Rafiei, Majid (Corresponding author)
Simon, Michael
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Event Data Extraction Approach from SAP ERP for Process Mining
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 255-267, 2022
[DOI: 10.1007/978-3-030-98581-3_19]

Berti, Alessandro (Corresponding author)
Park, Gyunam
Rafiei, Majid
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Visualizing Trace Variants from Partially Ordered Event Data
In: Process Mining Workshops : ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers / edited by Jorge Munoz-Gama, Xixi Lu, 34-46, 2022
[DOI: 10.1007/978-3-030-98581-3_3]

Schuster, Daniel (Corresponding author)
Schade, Lukas
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Internet of production: entering phase two of industry 4.0
In: Communications of the ACM, 65 (4), 50-51, 2022
[DOI: 10.1145/3514093]

Kappel, Gertrude
Brecher, Christian
Brockmann, Matthias
Koren, István

[Fachzeitschriftenartikel]
European Leadership in Process Management
In: Communications of the ACM, 65 (4), 80-83, 2022
[DOI: 10.1145/3511595]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Process mining for healthcare: Characteristics and challenges
In: Journal of biomedical informatics, 127, 103994, 2022
[DOI: 10.1016/j.jbi.2022.103994]

Munoz-Gama, Jorge (Corresponding author)
Martin, Niels (Corresponding author)
Fernandez-Llatas, Carlos (Corresponding author)
Johnson, Owen A. (Corresponding author)
Sepúlveda, Marcos (Corresponding author)
et al.

[Fachzeitschriftenartikel]
Corporate Digital Responsibility : Relevance and Opportunities for Business and Information Systems Engineering
In: Business & information systems engineering, 64 (2), 127-132, 2022
[DOI: 10.1007/s12599-022-00746-y]

Mihale-Wilson, Cristina (Corresponding author)
Hinz, Oliver
van der Aalst, Wil M. P.
Weinhardt, Christof

[Buchbeitrag, Beitrag zu einem Tagungsband]
May I Take Your Order? : On the Interplay Between Time and Order in Process Mining
In: Business process management workshops : BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021 : revised selected papers / Andrea Marrella, Barbara Weber (eds.), 99-110, 2022
[DOI: 10.1007/978-3-030-94343-1_8]

van der Aalst, Wil M. P. (Corresponding author)
Santos, Luis F. R.

[Fachzeitschriftenartikel]
Entscheidungsunterstützung im Produktionsmanagement
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb : ZWF, 117 (3), 98-103, 2022
[DOI: 10.1515/zwf-2022-1015]

Müller, Kai Bruno (Corresponding author)
Buschmann, Daniel
Cramer, Simon Tristan
Enslin, Chrismarie
Fischer, Markus
et al.

[Fachzeitschriftenartikel]
Utilizing domain knowledge in data-driven process discovery : A literature review
In: Computers in industry, 137, 103612, 2022
[DOI: 10.1016/j.compind.2022.103612]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Demystifying Noise and Outliers in Event Logs: Review and Future Directions
In: Business process management workshops : BPM 2021 International Workshops, Rome, Italy, September 6-10, 2021 : revised selected papers / Andrea Marrella, Barbara Weber (eds.), 123-135, 2022
[DOI: 10.1007/978-3-030-94343-1_10]

Koschmider, Agnes (Corresponding author)
Kaczmarek, Kay
Krause, Mathias
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cybersecurity Analysis via Process Mining : A Systematic Literature Review
In: Advanced Data Mining and Applications : 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings, Part I / edited by Bohan Li, Lin Yue, Jing Jiang, Weitong Chen, Xue Li, Guodong Long, Fei Fang, Han Yu, 393-407, 2022
[DOI: 10.1007/978-3-030-95405-5_28]

Macak, Martin (Corresponding author)
Daubner, Lukas
Fani Sani, Mohammadreza
Buhnova, Barbora

[Preprint]
A Python Tool for Object-Centric Process Mining Comparison, 2022
[DOI: 10.18154/RWTH-2022-01943]

Ghahfarokhi, Anahita Farhang (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Scalable Database for the Storage of Object-Centric Event Logs, 2022
[DOI: 10.18154/RWTH-2022-01942]

Farhang Ghahfarokhi, Anahita (Corresponding author)
Ghahfarokhi, Anahita Farhang
Park, Gyunam
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
A Computer Science Perspective on Digital Transformation in Production
In: ACM transactions on internet of things, 3 (2), 1-32, 2022
[DOI: 10.1145/3502265]

Brauner, Philipp (Corresponding author)
Dalibor, Manuela
Jarke, Matthias
Kunze, Ike Sebastian
Koren, István
et al.

[Buchbeitrag, Fachzeitschriftenartikel]
Inferring Unobserved Events in Systems with Shared Resources and Queues
In: Fundamenta informaticae, 183 (3/4), 203-242, 2022
[DOI: 10.3233/FI-2021-2087]

Fahland, Dirk (Corresponding author)
Denisov, Vadim
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones
In: Information systems : IS, 103, 101456, 2019
[DOI: 10.1016/j.is.2019.101456]

Bloemen, Vincent (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.
van Dongen, Boudewijn
van de Pol, Jaco

[Beitrag zu einem Tagungsband]
Responsible Data Science: Using Big Data in a "People Friendly" Manner
In: Enterprise Information Systems, 3-28, 2022

van der Aalst, Wil M. P.

[Webseite]
Woflan Home Page, Eindhoven University of Technology, Eindhoven, The Netherlands, 2022

Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Preprint]
Probability Estimation of Uncertain Process Trace Realizations, 2021
[DOI: 10.48550/arXiv.2108.08615]

Pegoraro, Marco (Corresponding author)
Bakullari, Bianka
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Bachelorarbeit, Preprint]
Predictive object-centric process monitoring, 2021

Rohrer, Timo
Farhang Ghahfarokhi, Anahita (Consultant)
Behery, Mohamed Anwar Abdellatif (Consultant)

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Standalone WebAssembly Development Environment for the Internet of Things
In: Web Engineering : 21st International Conference, ICWE 2021, Biarritz, France, May 18-21, 2021 : proceedings / Marco Brambilla, Richard Chbeir, Flavius Frasincar, Ioana Manolescu (Eds.), 353-360, 2021
[DOI: 10.1007/978-3-030-74296-6_27]

Koren, István (Corresponding author)

[Abstract, Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining on Uncertain Event Data
In: ICPM-D 2021 ICPM 2021 Doctoral Consortium and Demo Track 2021 : Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021), Eindhoven, The Netherlands, November, 2021 / Edited by Mieke Jans ; Gert Janssenswillen ; Anna Kalenkova ; Fabrizio Maria Maggi, 2 Seiten, 2021
[DOI: 10.18154/RWTH-2022-10540]

Pegoraro, Marco (Corresponding author)

[Preprint]
A Python Extension to Simulate Petri nets in Process Mining, 2021
[DOI: 10.18154/RWTH-2022-05668]

Pourbafrani, Mahsa (Corresponding author)
Vasudevan, Sandhya (Corresponding author)
Zafar, Faizan (Corresponding author)
Xingran, Yuan (Corresponding author)
Singh, Ravikumar (Corresponding author)
et al.

[Preprint]
Freezing Sub-Models During Incremental Process Discovery : Extended Version, 2021

Schuster, Daniel
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Preprint]
Feature Recommendation for Structural Equation Model Discovery in Process Mining, 2021
[DOI: 10.18154/RWTH-2022-05666]

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Model Independent Error Bound Estimation for Conformance Checking Approximation, 2021
[DOI: 10.18154/RWTH-2022-05665]

Fani Sani, Mohammadreza (Corresponding author)
Kabierski, Martin (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Activity Instance Based Hierarchical Framework for Event Abstraction
In: 2021 3rd International Conference on Process Mining : ICPM 2021 : Eindhoven, the Netherlands, 31 October-4 November 2021 : proceedings / ICPM ; editors: Claudio Di Ciccio, Chiara Di Francescomarino, Pnina Soffer, 160-167, 2021
[DOI: 10.1109/ICPM53251.2021.9576868]

Li, Chiao-Yun (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
Recent trends in analysis of images, social networks and texts : 9th international conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020 : revised supplementary proceedings
In: Communications in computer and information science 1357, 2021
[DOI: 10.1007/978-3-030-71214-3]

van der Aalst, Wil M. P. (Editor)
Batagelj, Vladimir (Editor)
Buzmakov, Alexey (Editor)
Ignatov, Dmitry I. (Editor)
Kalenkova, Anna (Editor)
et al.

[Buchbeitrag]
Accurate Predictions, Invalid Recommendations : Lessons Learned at the Dutch Social Security Institute UWV
In: Business Process Management Cases Vol. 2 : Digital Transformation - Strategy, Processes and Execution / Jan vom Brocke, Jan Mendling, Michael Rosemann, 165-178, 2021
[DOI: 10.1007/978-3-662-63047-1_13]

Dees, Marcus (Corresponding author)
de Leoni, Massimiliano
van der Aalst, Wil M. P.
Reijers, Hajo A.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Reduction Using Induced Subnets to Systematically Prove Properties for Free-Choice Nets
In: Application and theory of petri nets and concurrency : 42nd International Conference, PETRI NETS 2021, Virtual Event, June 23-25, 2021, proceedings / Didier Buchs, Josep Carmona (eds.), 208-229, 2021
[DOI: 10.1007/978-3-030-76983-3_11]

van der Aalst, Wil M. P. (Corresponding author)

[Konferenzbeitrag, Multimedia]
Optimization-Based Business Process Model Matching
In: 24. International Conference on Business Information Systems Hannover 2021-06-14 - 2021-06-17, 2021
[DOI: 10.5446/53691]

Uysal, Merih Seran (Corresponding author)
Hüser, Dominik
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Forward-Looking Process Mining
In: 19. International Conference on Business Process Management Rome 2021-09-06 - 2021-09-10, 2021

Pourbafrani, Mahsa

[Beitrag zu einem Tagungsband]
Interactive Process Improvement Using Simulation of Enriched Process Trees
In: 2. International Workshop on AI-enabled Process Automation, 2021

Pourbafrani, Mahsa
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
GenCPN: automatic CPN model generation of processes
In: ICPM-D 2021 : ICPM 2021 Doctoral Consortium and Demo Track 2021 : Proceedings of the ICPM Doctoral Consortium and Demo Track 2021 co-located with 10th International Conference on Process Mining (ICPM 2021) : Eindhoven, The Netherlands, November, 2021 / edited by Mieke Jans, Gert Janssenswillen, Anna Kalenkova, Fabrizio Maria Maggi, 23-24, 2021

Pourbafrani, Mahsa
Balyan, Shubham
Ahmed, Mehmood
Chugh, Sonam
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP)
In: Data management technologies and applications : 9th International Conference, DATA 2020, virtual event, July 7-9, 2020, revised selected papers / Slimane Hammoudi, Christoph Quix, Jorge Bernardino (eds.), 1-31, 2021
[DOI: 10.1007/978-3-030-83014-4_1]

van der Aalst, Wil M. P. (Corresponding author)
Brockhoff, Tobias
Farhang Ghahfarokhi, Anahita
Pourbafrani, Mahsa
Uysal, Merih Seran
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Using Free-Choice Nets for Process Mining and Business Process Management
In: Annals of computer science and information systems, 25, 9-15, 2021
[DOI: 10.15439/2021F002]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Federated Process Mining: Exploiting Event Data Across Organizational Boundaries
In: 2021 IEEE International Conference on Smart Data Services : SMDS 2021 : virtual conference, 5-11 September 2021 / SMDS 2021 editors: Nimanthi Atukorala, Carl Chang, Ernesto Damiani, Min Fu, George Spanoudakis, Mudhakar Srivatsa, Zhongjie Wang, Jia Zhang, 61-71, 2021
[DOI: 10.1109/SMDS53860.2021.00011]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Case level counterfactual reasoning in process mining
In: Intelligent Information Systems: CAiSE Forum 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings / edited by Selmin Nurcan, Axel Korthaus, 55-63, 2021
[DOI: 10.1007/978-3-030-79108-7_7]

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Seeing the Forest for the Trees: Group-Oriented Workforce Analytics
In: Business process management : 19th International Conference, BPM 2021, Rome, Italy, September 06-10, 2021 : proceedings / Artem Polyvyanyy [and three others] (eds.), 345-362, 2021
[DOI: 10.1007/978-3-030-85469-0_22]

Yang, Jing (Corresponding author)
Ouyang, Chun
ter Hofstede, Arthur H. M.
van der Aalst, Wil M. P.
Leyer, Michael

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining on Blockchain Data : A Case Study of Augur
In: Business process management : 19th International Conference, BPM 2021, Rome, Italy, September 06-10, 2021 : proceedings / Artem Polyvyanyy [and three others] (eds.), 306-323, 2021
[DOI: 10.1007/978-3-030-85469-0_20]

Hobeck, Richard (Corresponding author)
Klinkmüller, Christopher
Bandara, H. M. N. Dilum
Weber, Ingo
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Stage-Based Process Performance Analysis
In: Service-oriented computing - ICSOC 2020 Workshops : AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020 : proceedings / Hakim Hacid [und 8 andere] (eds.), 349-364, 2021
[DOI: 10.1007/978-3-030-76352-7_34]

Li, Chiao-Yun (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Prediction with Digital Twins
In: 24th International Conference on Model-Driven Engineering Languages and Systems : MODELS 2021 : 10-15 October 2021, virtual event / doctoral symposium chairs: Paolo Arcaini, Tao Yue; educators symposium chairs: Catherine Dubois, Steffen Zschaler; tools & demonstrations chairs: Kenji Tei, Jianjun Zhao; posters chairs: Norihiro Yoshida, Haiyan Zhao; workshops chairs: Huseyin Ergin, Xiaoxing Ma; SAM 2021 chairs: Jameleddine Hassine, Philip Makedonski, 182-187, 2021
[DOI: 10.1109/MODELS-C53483.2021.00032]

Brockhoff, Tobias (Corresponding author)
Heithoff, Malte Felix
Koren, István
Michael, Judith
Pfeiffer, Jerome
et al.

[Konferenzbeitrag]
Causal Inference in ProM
In: International Conference on Process Mining Eindhoven 2021-10-30 - 2021-11-04, 2021

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
OCEL: A Standard for Object-Centric Event Logs
In: New Trends in Database and Information Systems : ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS Tartu, Estonia, August 24-26, 2021, proceedings / Ladjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, Ahmed Awad, Matthias Weidlich, Mirjana Ivanović, Olaf Hartig (eds.), 169-175, 2021
[DOI: 10.1007/978-3-030-85082-1_16]

Ghahfarokhi, Anahita Farhang (Corresponding author)
Park, Gyunam
Berti, Alessandro
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling
In: Application and theory of petri nets and concurrency : 42nd International Conference, PETRI NETS 2021, Virtual Event, June 23-25, 2021, proceedings / Didier Buchs, Josep Carmona (eds.), 465-475, 2021
[DOI: 10.1007/978-3-030-76983-3_23]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Optimization-Based Business Process Model Matching
In: 24th International Conference on Business Information Systems : 14-17 June 2021, Hannover, Germany : conference proceedings / editors: Witold Abramowicz, Sören Auer, Elżbieta Lewańska, 61-72, 2021
[DOI: 10.52825/bis.v1i.60]

Uysal, Merih Seran (Corresponding author)
Hüser, Dominik
van der Aalst, Wil M. P.

[Buch, Tagungsband]
BPM-D 2021: BPM 2021 Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track : proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track at BPM 2021, co-located with 19th International Conference on Business Process Management (BPM 2021) : Rome, Italy, September 6th to 10th, 2021
In: CEUR workshop proceedings 2973, 2021

van der Aalst, Wil M. P. (Editor)
Dijkman, Remco (Editor)
Kumar, Akhil (Editor)
Leotta, Francesco (Editor)
Maggi, Frabizio Maria (Editor)
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An XES Extension for Uncertain Event Data
In: BPM-D 2021: BPM 2021 Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track : proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track at BPM 2021, co-located with 19th International Conference on Business Process Management (BPM 2021) : Rome, Italy, September 6th to 10th, 2021 / edited by Wil M.P. van der Aalst, Remco Dijkman, Akhil Kumar, Francesco Leotta, Fabrizio Maria Maggi, Jan Mendling, Brian Pentland, Arik Senderovich, Marcos Sepúlveda, Estefanía Serral Asensio, Mathias Weske, 116-120, 2021
[DOI: 10.18154/RWTH-2021-10902]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Privacy-Preserving Continuous Event Data Publishing
In: Business Process Management Forum : BPM Forum 2021, Rome, Italy, September 06-10, 2021, Proceedings / edited by Artem Polyvyanyy, Moe Thandar Wynn, Amy Van Looy, Manfred Reichert, 178-194, 2021
[DOI: 10.1007/978-3-030-85440-9_11]

Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
PC4PM : A Tool for Privacy/Confidentiality Preservation in Process Mining
In: BPM-D 2021: BPM 2021 Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track : proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & resources track at BPM 2021, co-located with 19th International Conference on Business Process Management (BPM 2021) : Rome, Italy, September 6th to 10th, 2021 / edited by Wil M.P. van der Aalst, Remco Dijkman, Akhil Kumar, Francesco Leotta, Fabrizio Maria Maggi, Jan Mendling, Brian Pentland, Arik Senderovich, Marcos Sepúlveda, Estefanía Serral Asensio, Mathias Weske, 106-110, 2021
[DOI: 10.18154/RWTH-2021-10833]

Rafiei, Majid (Corresponding author)
Schnitzler, Alexander (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-Driven Process Performance Measurement and Prediction : A Process-Tree-Based Approach
In: Intelligent Information Systems: CAiSE Forum 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings / edited by Selmin Nurcan, Axel Korthaus, 73-81, 2021
[DOI: 10.1007/978-3-030-79108-7_9]

van Zelst, Sebastiaan Johannes (Corresponding author)
Santos, Luis F. R.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Realizing A Digital Twin of An Organization Using Action-oriented Process Mining
In: 2021 3rd International Conference on Process Mining : ICPM 2021 : Eindhoven, the Netherlands, 31 October-4 November 2021 : proceedings / ICPM ; editors: Claudio Di Ciccio, Chiara Di Francescomarino, Pnina Soffer, 104-111, 2021
[DOI: 10.1109/ICPM53251.2021.9576846]

Park, Gyunam (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Precision and Fitness in Object-Centric Process Mining
In: 2021 3rd International Conference on Process Mining : ICPM 2021 : Eindhoven, the Netherlands, 31 October-4 November 2021 : proceedings / ICPM ; editors: Claudio Di Ciccio, Chiara Di Francescomarino, Pnina Soffer, 128-135, 2021
[DOI: 10.1109/ICPM53251.2021.9576886]

Adams, Jan Niklas (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Framework for Explainable Concept Drift Detection in Process Mining
In: Business process management : 19th International Conference, BPM 2021, Rome, Italy, September 06-10, 2021 : proceedings / Artem Polyvyanyy [and three others] (eds.), 400-416, 2021
[DOI: 10.1007/978-3-030-85469-0_25]

Adams, Jan Niklas (Corresponding author)
van Zelst, Sebastiaan Johannes
Quack, Lara
Hausmann, Kathrin
van der Aalst, Wil M. P.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
SIMPT : Process Improvement Using Interactive Simulation of Time-Aware Process Trees
In: Research Challenges in Information Science : 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11-14, 2021, Proceedings / edited by Samira Cherfi, Anna Perini, Selmin Nurcan, 588-594, 2021
[DOI: 10.1007/978-3-030-75018-3_40]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.
Jiao, Shuai

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models
In: Advanced Information Systems Engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, Proceedings / edited by Marcello La Rosa, Shazia Sadiq, Ernest Teniente, 125-140, 2021
[DOI: 10.1007/978-3-030-79382-1_8]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Freezing Sub-models During Incremental Process Discovery
In: Conceptual Modeling : 40th International Conference, ER 2021, Virtual Event, October 18-21, 2021, proceedings / Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann (eds.), 14-24, 2021
[DOI: 10.1007/978-3-030-89022-3_2]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Conceptual Model for Digital Shadows in Industry and Its Application
In: Conceptual Modeling : 40th International Conference, ER 2021, Virtual Event, October 18-21, 2021, proceedings / Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann (eds.), 271-281, 2021
[DOI: 10.1007/978-3-030-89022-3_22]

Becker, Fabian
Bibow, Pascal
Dalibor, Manuela
Gannouni, Aymen
Hahn, Viviane
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Concurrency and Objects Matter! Disentangling the Fabric of Real Operational Processes to Create Digital Twins
In: Theoretical aspects of computing - ICTAC 2021 : 18th International Colloquium, virtual event, Nur-Sultan, Kazakhstan, September 8-10, 2021 : proceedings / Antonio Cerone, Peter Csaba Ölveczky (eds.), 3-17, 2021
[DOI: 10.1007/978-3-030-85315-0_1]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Resilient Digital Twins : Organizations Need to Prepare for the Unexpected
In: Business & information systems engineering, 63 (6), 615-619, 2021
[DOI: 10.1007/s12599-021-00721-z]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Fachzeitschriftenartikel]
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study
In: Business & information systems engineering, 63 (5), 511-527, 2021
[DOI: 10.1007/s12599-021-00720-0]

Martin, Niels (Corresponding author)
Fischer, Dominik A.
Kerpedzhiev, Georgi D.
Goel, Kanika
Leemans, Sander J. J.
et al.

[Fachzeitschriftenartikel]
Hybrid Intelligence : to automate or not to automate, that is the question
In: International journal of information systems and project management, 9 (2), 5-20, 2021
[DOI: 10.12821/ijispm090201]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Conformance checking over uncertain event data
In: Information systems : IS, 102, 101810, 2021
[DOI: 10.1016/j.is.2021.101810]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Stochastic process mining : Earth movers’ stochastic conformance
In: Information systems : IS, 102, 101724, 2021
[DOI: 10.1016/j.is.2021.101724]

Leemans, Sander Jacobus Johannes (Corresponding author)
van der Aalst, Wil M. P.
Brockhoff, Tobias
Polyvyanyy, Artem

[Fachzeitschriftenartikel]
Free-choice Nets with Home Clusters are Lucent
In: Fundamenta informaticae, 181 (4), 273-302, 2021
[DOI: 10.3233/FI-2021-2059]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Group-based privacy preservation techniques for process mining
In: Data & knowledge engineering, 134, 101908, 2021
[DOI: 10.1016/j.datak.2021.101908]

Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Quality-Aware Resource Model Discovery
In: Applied Sciences : open access journal, 11 (12), 5730, 2021
[DOI: 10.3390/app11125730]

Cho, Minsu
Park, Gyunam
Song, Minseok (Corresponding author)
Lee, Jinyoun
Kum, Euiseok

[Fachzeitschriftenartikel]
Credit card fraud detection using asexual reproduction optimization
In: Kybernetes, 51 (9), 2852-2876, 2021
[DOI: 10.1108/K-04-2021-0324]

Farhang Ghahfarokhi, Anahita
Mansouri, Taha
Sadeghi Moghaddam, Mohammad Reza (Corresponding author)
Bahrambeik, Nila
Yavari, Ramin
et al.

[Fachzeitschriftenartikel]
Welcome to Economies in IS! : On the Plethora of IT-Enabled Economies
In: Business & information systems engineering : BISE, 63 (4), 325-328, 2021
[DOI: 10.1007/s12599-021-00705-z]

Weinhardt, Christof (Corresponding author)
Peukert, Christian
Hinz, Oliver
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Text-Aware Predictive Monitoring of Business Processes
In: 24th International Conference on Business Information Systems : 14-17 June 2021, Hannover, Germany : conference proceedings / editors: Witold Abramowicz, Sören Auer, Elżbieta Lewańska ; BIS - Business Information Systems 2021, 221-232, 2021
[DOI: 10.52825/bis.v1i.62]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Georgi, David Benedikt (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
PROVED: A Tool for Graph Representation and Analysis of Uncertain Event Data
In: Application and theory of petri nets and concurrency : 42nd International Conference, PETRI NETS 2021, Virtual Event, June 23-25, 2021, proceedings / Didier Buchs, Josep Carmona (eds.), 476-486, 2021
[DOI: 10.1007/978-3-030-76983-3_24]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Abstract, Beitrag zu einem Tagungsband]
The future of production: The RWTH Internet of Production Delphi 2030 for the usage cycle
In: Proceedings of the 18th International Open and User Innovation Conference : Book of Abstracts : RWTH Aachen University, Aachen, Germany, June 21-22, 2021 / Edited by Frank Piller, Patrick Pollok, and Kathleen Diener, OUI 2020+1 Conference Co-Chairs ; Organized by The Institute for Technology and Innovation Management, RWTH Aachen University, The Institute for Management Cybernetics IFU e.V., an RWTH affiliated Institute, 50-50, 2021

van Dyck, Marc
Becker, Annika
Braun, Stefan
Brauner, Philipp
Brillowski, Florian Sascha
et al.

[Fachzeitschriftenartikel]
Event abstraction in process mining : literature review and taxonomy
In: Granular computing, 6 (3), 719-736, 2020
[DOI: 10.1007/s41066-020-00226-2]

van Zelst, Sebastiaan Johannes (Corresponding author)
Mannhardt, Felix
de Leoni, Massimiliano
Koschmider, Agnes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Towards Reliable Business Process Simulation : A Framework to Integrate ERP Systems
In: Enterprise, Business-Process and Information Systems Modeling : 22nd International Conference, BPMDS 2021, and 26th International Conference, EMMSAD 2021, Held at CAiSE 2021, Melbourne, VIC, Australia, June 28-29, 2021, Proceedings / edited by Adriano Augusto, Asif Gill, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt, Jelena Zdravkovic, 112-127, 2021
[DOI: 10.1007/978-3-030-79186-5_8]

Park, Gyunam (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag]
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement
In: Transactions on Petri Nets and Other Models of Concurrency XV / edited by Maciej Koutny, Fabrice Kordon, Lucia Pomello, 1-26, 2021
[DOI: 10.1007/978-3-662-63079-2_1]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Alignment Approximation for Process Trees
In: Process Mining Workshops : ICPM 2020 International Workshops, Padua, Italy, October 5-8, 2020, Revised Selected Papers / edited by Sander Leemans, Henrik Leopold, 247-259, 2021
[DOI: 10.1007/978-3-030-72693-5_19]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
The impact of biased sampling of event logs on the performance of process discovery
In: Computing : archives for informatics and numerical computation, 103 (6), 1085-1104, 2021
[DOI: 10.1007/s00607-021-00910-4]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Expl(AI)n It to Me : Explainable AI and Information Systems Research
In: Business & information systems engineering, 63 (2), 79-82, 2021
[DOI: 10.1007/s12599-021-00683-2]

Bauer, Kevin (Corresponding author)
Hinz, Oliver
van der Aalst, Wil M. P.
Weinhardt, Christof

[Buch]
Special issue on business process intelligence
In: Computing : archives for informatics and numerical computation, 103 (1), 177 Seiten : Illustrationen, Diagramme, 2021

Burattin, Andrea (Editor)
De Weerdt, Jochen (Editor)
van Dongen, Boudewijn (Editor)
Claes, Jan (Editor)
van der Aalst, Wil M. P. (Editor)

[Buchbeitrag, Fachzeitschriftenartikel]
Special issue on business process intelligence
In: Computing : archives for informatics and numerical computation, 103 (1), 1-2, 2020
[DOI: 10.1007/s00607-020-00856-z]

Burattin, Andrea (Corresponding author)
De Weerdt, Jochen
van Dongen, Boudewijn
Claes, Jan
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Automated model analysis tools and techniques presented at FASE 2019
In: International journal on software tools for technology transfer : STTT, 23 (3), 285-287, 2020
[DOI: 10.1007/s10009-020-00589-6]

Hähnle, Reiner (Corresponding author)
van der Aalst, Wil M. P.

[Preprint]
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP), 2020

van der Aalst, Wil M. P.
Brockhoff, Tobias
Farhang Ghahfarokhi, Anahita
Pourbafrani, Mahsa
Uysal, Merih Seran
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Multiple Viewpoint Models from Relational Databases
In: Data-Driven Process Discovery and Analysis : 8th IFIP WG 2.6 International Symposium, SIMPDA 2018, Seville, Spain, December 13-14, 2018, and 9th International Symposium, SIMPDA 2019, Bled, Slovenia, September 8, 2019, Revised Selected Papers / edited by Paolo Ceravolo, Maurice van Keulen, María Teresa Gómez-López, 24-51, 2020
[DOI: 10.1007/978-3-030-46633-6_2]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A General Framework for Action-Oriented Process Mining
In: Business Process Management Workshops : BPM 2020 International Workshops, Seville, Spain, September 13-18, 2020, Revised Selected Papers / edited by Adela Del Río Ortega, Henrik Leopold, Flávia Maria Santoro, 206-218, 2020
[DOI: 10.1007/978-3-030-66498-5_16]

Park, Gyunam (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Direwolf Model Academy: An Extensible Collaborative Modeling Framework on the Web
In: Modellierung-C 2020: Modellierung 2020 : short, workshop and tools & demo papers : companion proceedings of Modellierung 2020 short, workshop and tools & demo papers, co-located with Modellierung 2020 : Vienna, Austria, February 19-21, 2020 / edited by Judith Michael (RWTH Aachen University, Software Engineering, Aachen, Germany), Dominik Bork (Universität Wien, Faculty of Computer Science, Vienna, Austria) and the editors of the included short papers, workshops and tools & demo session: Hans-Georg Fill (University of Fribourg, Switzerland), Peter Fettke (German Research Center for Artificial Intelligence (DFKI) and Saarland University, Germany), Dimitris Karagianis (Universität Wien, Austria), Julius Köpke (Alpen-Adria Universität Klagenfurt, Austria), Agnes Koschmider (Christian-Albrechts-Universität zu Kiel, Germany), Heinrich C. Mayr (Alpen-Adria Universität Klagenfurt, Austria), Jana-Rebecca Rehse (German Research Center for Artificial Intelligence, Germany), Ulrich Reimer (University of Applied Sciences, St. Gallen, Switzerland), Michael Striewe (Universität Duisburg-Essen, Germany), Marina Tropmann-Frick (Hamburg University of Applied Sciences, Germany), Meike Ullrich (Karlsruhe Institute of Technology, Germany), 213-216, 2020
[DOI: 10.18154/RWTH-2021-02776]

Koren, István (Corresponding author)
Klamma, Ralf (Corresponding author)
Jarke, Matthias (Corresponding author)

[Buchbeitrag, Fachzeitschriftenartikel]
Mit "Digitalen Schatten" Daten verdichten und darstellen : Der Exzellenzcluster "Internet der Produktion" forscht über die Produktionstechnik hinaus
In: RWTH-Themen : Forschungsmagazin, 2020 (2), 18-23, 2020
[DOI: 10.18154/RWTH-2021-02496]

Jarke, Matthias
van der Aalst, Wil M. P.
Brecher, Christian
Brockmann, Matthias
Koren, István
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Agricultural Data Platform iStar Model
In: iStar 2020 : Thirteenth International iStar Workshop : Proceedings of the Thirteenth International iStar Workshop co-located with 28th IEEE International Requirements Engineering Conference (RE 2020) / Edited by Renata Guizzardi, Gunter Mussbacher, Marcela Ruiz, 19-24, 2020
[DOI: 10.18154/RWTH-2021-01070]

Braun, Stefan (Corresponding author)
Koren, István (Corresponding author)
Van Dyck, Marc (Corresponding author)
Jarke, Matthias (Corresponding author)

[Fachzeitschriftenartikel]
Data-based description of process performance in end-to-end order processing
In: CIRP annals, manufacturing technology, 69 (1), 381-384, 2020
[DOI: 10.1016/j.cirp.2020.03.013]

Schuh, Günther (Corresponding author)
Gützlaff, Andreas
Schmitz, Seth
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automatic Bootstrapping of GraphQL Endpoints for RDF Triple Stores
In: ASLD 2020 - advances in semantics and linked data: joint workshop proceedings from ISWC 2020 : joint proceedings of workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 : colocated with the 19th International Semantic Web Conference (ISWC 2020) : virtual conference, November, 2020 / edited by Manolis Koubarakis, Harith Alani, Grigoris Antoniou, Kalina Bontcheva, John Breslin, Diego Collarana, Elena Demidova, Stefan Dietze, Simon Gottschalk, Guido Governatori, Aidan Hogan, Freddy Lecue, Elena Montiel Ponsoda, Axel-Cyrille Ngonga Ngomo, Sofia Pinto, Muhammad Saleem, Raphael Troncy, Eleni Tsalapati, Ricardo Usbeck, Ruben Verborgh, 119-134, 2020
[DOI: 10.18154/RWTH-CONV-242785]

Gleim, Lars Christoph (Corresponding author)
Holzheim, Tim
Koren, István
Decker, Stefan Josef

[Preprint]
Discovering Object-Centric Petri Nets, 2020

van der Aalst, Wil M. P. (Corresponding author)
Berti, Alessandro

[Preprint]
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining, 2020

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Efficient Time and Space Representation of Uncertain Event Data, 2020

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Preprint]
Conformance Checking over Uncertain Event Data, 2020

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Preprint]
Alignment Approximation for Process Trees, 2020

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining, 2020
[DOI: 10.18154/RWTH-2020-11541]

Rafiei, Majid
van der Aalst, Wil M. P.

[Preprint]
JXES : JSON Support for the XES Event Log Standard, 2020
[DOI: 10.18154/RWTH-2020-11539]

Narayana, Madhavi Bangalore Shankara (Corresponding author)
Khalifa, Hossameldin (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine : Data Extraction and Challenges, 2020
[DOI: 10.18154/RWTH-2020-11538]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Zang, David (Corresponding author)
Lang, Magdalena (Corresponding author)

[Preprint]
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement, 2020
[DOI: 10.18154/RWTH-2020-11537]

Berti, Alessandro
van der Aalst, Wil M. P.

[Preprint]
Efficient Construction of Behavior Graphs for Uncertain Event Data, 2020

Pegoraro, Marco
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Preprint]
Efficient Logging for Blockchain Applications, 2020

Klinkmüller, Christopher
Weber, Ingo
Ponomarev, Alexander
Tran, An Binh
van der Aalst, Wil M. P.

[Preprint]
Extracting Multiple Viewpoint Models from Relational Databases, 2020
[DOI: 10.18154/RWTH-2020-11534]

Berti, Alessandro
van der Aalst, Wil M. P.

[Buch, Tagungsband]
Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 : co-located with the 18th International Conference on Business Process Management (BPM 2020) Sevilla, Spain, September 13-18, 2020
In: CEUR workshop proceedings 2673, 2020

van der Aalst, Wil M. P. (Editor)
vom Brocke, Jan (Editor)
Comuzzi, Marco (Editor)
Di Ciccio, Claudio (Editor)
García, Félix (Editor)
et al.

[Tagungsband]
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2020 Satellite event of the 41st International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2020, virtual workshop, June 24, 2020, 2020

van der Aalst, Wil M. P. (Editor)
Bergenthum, Robin (Editor)
Carmona, Josep (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving the State-Space Traversal of the eST-Miner by Exploiting Underlying Log Structures
In: Business Process Management Workshops : BPM 2020 International Workshops, Seville, Spain, September 13-18, 2020, Revised Selected Papers / edited by Adela Del Río Ortega, Henrik Leopold, Flávia Maria Santoro, 334-347, 2020
[DOI: 10.1007/978-3-030-66498-5_25]

Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.
Epstein, Yannick

[Beitrag zu einem Tagungsband]
Removing Implicit Places Using Regions for Process Discovery
In: [ATAED@Petri Nets 2020], 2020

Mannel, Lisa Luise
van der Aalst, Wil M. P.
Bergenthum, Robin

[Beitrag zu einem Tagungsband]
Process Mining as the Superglue between Data and Process Management
In: [15th International Conference on Software Technologies, ICSOFT 2020], 2020

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Events Put into Context (EPiC)
In: 2020 2nd International Conference on Process Mining : ICPM 2020 : virtual conference, 4-9 October 2020 : proceedings / editors: Boudewijn van Dongen, Marco Montali, Moe Thandar Wynn, 65-72, 2020
[DOI: 10.1109/ICPM49681.2020.00020]

Dees, Marcus (Corresponding author)
Hompes, Bart (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Time-aware Concept Drift Detection Using the Earth Mover's Distance
In: 2020 2nd International Conference on Process Mining : ICPM 2020 : virtual conference, 4-9 October 2020 : proceedings / editors: Boudewijn van Dongen, Marco Montali, Moe Thandar Wynn, 33-40, 2020
[DOI: 10.1109/ICPM49681.2020.00016]

Brockhoff, Tobias (Corresponding author)
Uysal, Merih Seran (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra
In: [ICPM 2020], 2020

van der Aalst, Wil M. P.
denisov, vadim
fahland, dirk

[Beitrag zu einem Tagungsband]
An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges
In: [ICPM 2020], 2020

Berti, Alessandro
van der Aalst, Wil M. P.
Zang, David
Lang, Magdalena

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting System-Level Behavior Leading To Dynamic Bottlenecks
In: 2020 2nd International Conference on Process Mining : ICPM 2020 : virtual conference, 4-9 October 2020 : proceedings / editors: Boudewijn van Dongen, Marco Montali, Moe Thandar Wynn, 17-24, 2020
[DOI: 10.1109/ICPM49681.2020.00014]

Toosinezhad, Zahra (Corresponding author)
Fahland, Dirk (Corresponding author)
Köroğlum, Özge (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
On the Pareto Principle in Process Mining, Task Mining, and Robotic Process Automation
In: [DATA 2020], 2020

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Visualizing Token Flows Using Interactive Performance Spectra
In: Application and Theory of Petri Nets and Concurrency : 41st International Conference, PETRI NETS 2020, Paris, France, June 24-25, 2020, Proceedings / edited by Ryszard Janicki, Natalia Sidorova, Thomas Chatain, 369-380, 2020
[DOI: 10.1007/978-3-030-51831-8_18]

van der Aalst, Wil M. P. (Corresponding author)
Tacke Genannt Unterberg, Daniel
Denisov, Vadim
Fahland, Dirk

[Buchbeitrag, Beitrag zu einem Tagungsband]
Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources
In: Application and Theory of Petri Nets and Concurrency : 41st International Conference, PETRI NETS 2020, Paris, France, June 24-25, 2020, Proceedings / edited by Ryszard Janicki, Natalia Sidorova, Thomas Chatain, 2020
[DOI: 10.1007/978-3-030-51831-8_12]

van der Aalst, Wil M. P.
denisov (Corresponding author)
fahland

[Beitrag zu einem Tagungsband]
Removing Implicit Places Using Regions for Process Discovery
In: [Petri Nets 2020], 2020

Mannel, Lisa Luise
van der Aalst, Wil M. P.
bergenthum

[Buchbeitrag, Fachzeitschriftenartikel]
Discovering Object-centric Petri Nets
In: Fundamenta informaticae, 175 (1/4), 1-40, 2020
[DOI: 10.3233/FI-2020-1946]

van der Aalst, Wil M. P. (Corresponding author)
Berti, Alessandro

[Buchbeitrag, Fachzeitschriftenartikel]
Efficient Time and Space Representation of Uncertain Event Data
In: Algorithms, 13 (11), 285, 2020
[DOI: 10.3390/a13110285]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Construction of Behavior Graphs for Uncertain Event Data
In: Business Information Systems : 23rd International Conference, BIS 2020, Colorado Springs, CO, USA, June 8-10, 2020, Proceedings / edited by Witold Abramowicz, Gary Klein, 76-88, 2020
[DOI: 10.1007/978-3-030-53337-3_6]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Preprocessing Event Data in Process Mining
In: Proceedings of the Doctoral Consortium Papers Presented at the 32nd International Conference on Advanced Information Systems Engineering (CAiSE 2020),enoble, France, June 08-12, 2020 / Edited by the CAiSE 2020 Doctoral Consortium Chairs, Oscar Pastor, Mario Cortés-Cornax, [1]-10, 2020
[DOI: 10.18154/RWTH-2020-11399]

Fani Sani, Mohammadreza (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking Approximation Using Subset Selection and Edit Distance
In: Advanced information systems engineering : 32nd international conference, CAiSE 2020, Grenoble, France, June 8-12, 2020 : proceedings / Schahram Dustdar, Eric Yu, Camille Salinesi, Dominique Rieu, Vik Pant (Eds.), 234-251, 2020
[DOI: 10.1007/978-3-030-49435-3_15]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking Approximation Using Simulation
In: 2020 2nd International Conference on Process Mining : ICPM 2020 : virtual conference, 4-9 October 2020 : proceedings / editors: Boudewijn van Dongen, Marco Montali, Moe Thandar Wynn, 105-112, 2020
[DOI: 10.1109/ICPM49681.2020.00025]

Fani Sani, Mohammadreza (Corresponding author)
Garza Gonzalez, Juan J.
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Root Cause Analysis in Process Mining Using Structural Equation Models
In: Business Process Management Workshops : BPM 2020 International Workshops, Seville, Spain, September 13-18, 2020, Revised Selected Papers / edited by Adela Del Río Ortega, Henrik Leopold, Flávia Maria Santoro, 155-167, 2020
[DOI: 10.1007/978-3-030-66498-5_12]

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
TLKC-Privacy Model for Process Mining
In: Research Challenges in Information Science : 14th International Conference, RCIS 2020, Limassol, Cyprus, September 23-25, 2020, Proceedings / edited by Fabiano Dalpiaz, Jelena Zdravkovic, Pericles Loucopoulos, 398-416, 2020
[DOI: 10.1007/978-3-030-50316-1_24]

Rafiei, Majid (Corresponding author)
Wagner, Miriam
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Privacy-Preserving Data Publishing in Process Mining
In: Business Process Management Forum : BPM Forum 2020, Seville, Spain, September 13-18, 2020, Proceedings / Dirk Fahland, Chiara Ghidini, Jörg Becker, Marlon Dumas (Eds.), 122-138, 2020
[DOI: 10.1007/978-3-030-58638-6_8]

Rafiei, Majid (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining
In: Proceedings of the best dissertation award, doctoral consortium, and demonstration & resources track at BPM 2020 : co-located with the 18th International Conference on Business Process Management (BPM 2020) Sevilla, Spain, September 13-18, 2020 / edited by Wil M.P. van der Aalst, Jan vom Brocke, Marco Comuzzi, Claudio Di Ciccio, Félix García, Akhil Kumar, Jan Mendling, Brian Pentland, Luise Pufahl, Manfred Reichert, Mathias Weske, 92-96, 2020
[DOI: 10.18154/RWTH-2020-11373]

Rafiei, Majid
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics
In: Conceptual modeling : 39th international conference, ER 2020, Vienna, Austria, November 3-6, 2020 : proceedings / Gillian Dobbie, Ulrich Frank, Gerti Kappel, Stephen W. Liddle, Heinrich C. Mayr (eds.), 77-91, 2020
[DOI: 10.1007/978-3-030-62522-1_6]

Pourbafrani, Mahsa (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining
In: Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2020 : co-located with the 18th International Conference on Business Process Management (BPM 2020) Sevilla, Spain, September 13-18, 2020 / Edited by: Wil M. P. van der Aalst, Jan vom Brocke, Marco Comuzzi, Claudio Di Ciccio, Félix García, Akhil Kumar, Jan Mendling, Brian Pentland, Luise Pufahl, Manfred Reichert, Mathias Weske, 77-81, 2020
[DOI: 10.18154/RWTH-2020-11348]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Using Multi-Level Information in Hierarchical Process Mining: Balancing Behavioural Quality and Model Complexity
In: 2020 2nd International Conference on Process Mining : ICPM 2020 : virtual conference, 4-9 October 2020 : proceedings / editors: Boudewijn van Dongen, Marco Montali, Moe Thandar Wynn, 137-144, 2020
[DOI: 10.1109/ICPM49681.2020.00029]

Leemans, Sander Jacobus Johannes (Corresponding author)
Goel, Kanika
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Fachzeitschriftenartikel]
Translating Workflow Nets to Process Trees : An Algorithmic Approach
In: Algorithms, 13 (11), 279, 2020
[DOI: 10.3390/a13110279]

van Zelst, Sebastiaan Johannes (Corresponding author)
Leemans, Sander Jacobus Johannes

[Beitrag zu einem Tagungsband]
Process Mining for Production Processes in the Automotive Industry
In: [Industry Forum of 18th International Conference on Business Process Management, BPM 2020], 2020

Uysal, Merih Seran
van Zelst, Sebastiaan Johannes
Brockhoff, Tobias
Farhang Ghahfarokhi, Anahita
Pourbafrani, Mahsa
et al.

[Fachzeitschriftenartikel]
Improving the performance of process discovery algorithms by instance selection
In: Computer Science and Information Systems : ComSIS, 17 (3), 927-958, 2020
[DOI: 10.2298/CSIS200127028S]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Resource-centric process mining : Clustering using local process models
In: The 35th Annual ACM Symposium on Applied Computing : Brno, Czech Republic, March 30-April 3, 2020 / conference chair: Chih-Cheng Hung, Kennesaw State University, USA, 45-52, 2020
[DOI: 10.1145/3341105.3373864]

Delcoucq, Landelin (Corresponding author)
Lecron, Fabian
Fortemps, Philippe
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Impact of COVID-19 on BISE Research and Education
In: Business & information systems engineering, 62 (6), 463-466, 2020
[DOI: 10.1007/s12599-020-00666-9]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Buchbeitrag, Beitrag zu einem Tagungsband]
Online Process Monitoring Using Incremental State-Space Expansion : An Exact Algorithm
In: Business Process Management : 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020, Proceedings / edited by Dirk Fahland, Chiara Ghidini, Jörg Becker, Marlon Dumas, 147-164, 2020
[DOI: 10.1007/978-3-030-58666-9_9]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes

[Fachzeitschriftenartikel]
Citizen Science in Information Systems Research
In: Business & information systems engineering, 62 (4), 273-277, 2020
[DOI: 10.1007/s12599-020-00663-y]

Weinhardt, Christof (Corresponding author)
Kloker, Simon
Hinz, Oliver
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
A Framework for Online Detection and Reaction to Disturbances on the Shop Floor Using Process Mining and Machine Learning
In: Proceedings CPSL 2020 : CPSL 2020 - 1st Conference on Production Systems and Logistics Stellenbosch, South Africa, 17. - 20. March 2020 / [Nyhuis, P.; Herberger, D.; Hübner, M. (eds.)], 387-396, 2020
[DOI: 10.15488/9681]

Fischer, Markus
Pourbafrani, Mahsa
Kemmerling, Marco
Stich, Volker

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining
In: Business Information Systems : 23rd International Conference, BIS 2020, Colorado Springs, CO, USA, June 8-10, 2020, Proceedings / edited by Witold Abramowicz, Gary Klein, 249-263, 2020
[DOI: 10.1007/978-3-030-53337-3_19]

Pourbafrani, Mahsa (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Incremental Discovery of Hierarchical Process Models
In: Research Challenges in Information Science : 14th International Conference, RCIS 2020, Limassol, Cyprus, September 23-25, 2020, Proceedings / edited by Fabiano Dalpiaz, Jelena Zdravkovic, Pericles Loucopoulos, 417-433, 2020
[DOI: 10.1007/978-3-030-50316-1_25]

Schuster, Daniel (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Scalable Discovery of Hybrid Process Models in a Cloud Computing Environment
In: IEEE transactions on services computing, 13 (2), 368-380, 2020
[DOI: 10.1109/TSC.2019.2906203]

Cheng, Long (Corresponding author)
Van Dongen, Boudewijn
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Seven Paradoxes of Business Process Management in a Hyper-Connected World
In: Business & information systems engineering, 63 (2), 145-156, 2020
[DOI: 10.1007/s12599-020-00646-z]

Beverungen, Daniel (Corresponding author)
Buijs, Joos C. A. M.
Becker, Jörg
Di Ciccio, Claudio
van der Aalst, Wil M. P.
et al.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Privacy-Preserving Process Mining in Healthcare
In: International journal of environmental research and public health : IJERPH, 17 (5), 1612, 2020
[DOI: 10.3390/ijerph17051612]

Pika, Anastasiia (Corresponding author)
Wynn, Moe T.
Budiono, Stephanus
ter Hofstede, Arthur H. M.
van der Aalst, Wil M. P.
et al.

[Fachzeitschriftenartikel]
An interdisciplinary comparison of sequence modeling methods for next-element prediction
In: Software and systems modeling, 19 (6), 1345-1365, 2020
[DOI: 10.1007/s10270-020-00789-3]

Tax, Niek (Corresponding author)
Teinemaa, Irene
van Zelst, Sebastiaan Johannes

[Buchbeitrag]
Connected, Digitalized Welding Production : Secure, Ubiquitous Utilization of Data Across Process Layers
In: Advanced Joining Processes / Lucas F. M. da Silva, Paulo A. F. Martins, Mohamad S. El-Zein, Editors, 101-118, 2020
[DOI: 10.1007/978-981-15-2957-3_8]

Mann, Samuel Micha (Corresponding author)
Pennekamp, Jan
Brockhoff, Tobias
Farhang, Anahita
Pourbafrani, Mahsa
et al.

[Fachzeitschriftenartikel]
Research in the Attention Economy
In: Business & information systems engineering, 62 (2), 83-85, 2020
[DOI: 10.1007/s12599-020-00631-6]

Hinz, Oliver (Corresponding author)
van der Aalst, Wil M. P.
Weinhardt, Christof

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Uniwired Petri Nets Using eST-Miner
In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers / Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun (Eds.), 224-237, 2019
[DOI: 10.1007/978-3-030-37453-2_19]

Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics
In: Intelligent human systems integration 2020 : Proceedings of the 3rd International Conference on Intelligent Human Systems Integration (IHSI 2020): Integrating People and Intelligent Systems, February 19-21, 2020, Modena, Italy / Tareq Ahram, Waldemar Karwowski, Alberto Vergnano, Francesco Leali, Redha Taiar, editors, 461-467, 2020
[DOI: 10.1007/978-3-030-39512-4_72]

Pourbafrani, Mahsa (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Generic Approach for Process Performance Analysis Using Bipartite Graph Matching
In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers / Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun (Eds.), 199-211, 2019
[DOI: 10.1007/978-3-030-37453-2_17]

Li, Chiao-Yun (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Towards Privacy-Preserving Process Mining in Healthcare
In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers / Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun (Eds.), 483-495, 2019
[DOI: 10.1007/978-3-030-37453-2_39]

Pika, Anastasiia (Corresponding author)
Wynn, Moe T.
Budiono, Stephanus
ter Hofstede, Arthur H. M.
van der Aalst, Wil M. P.
et al.

[Fachzeitschriftenartikel]
Case notion discovery and recommendation: automated event log building on databases
In: Knowledge and information systems, 62, 2539-2575, 2019
[DOI: 10.1007/s10115-019-01430-6]

Gónzalez López de Murillas, Eduardo (Corresponding author)
Reijers, H. A.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Detection and removal of infrequent behavior from event streams of business processes
In: Information systems : IS, 90, 101451, 2019
[DOI: 10.1016/j.is.2019.101451]

van Zelst, Sebastiaan Johannes (Corresponding author)
Fani Sani, Mohammadreza
Ostovar, Alireza
Conforti, Raffaele
La Rosa, Marcello

[Abstract, Beitrag zu einem Tagungsband]
Concept for Enhanced Production Control using Process Mining and Artificial Intelligence to Support the Decision Process in Short-Term Production Management
In: Comfort and Smart Textile International Symposium 2019. Japan-Euro Joint Workshop/Comfort Workshop, 5 September 2019 (THu) - 7 September (Sat), Nara Kasugano International Forum in Nara, Japan, P133, 2019

Fischer, Markus (Corresponding author)
Bücher, Daniel
Pourbafrani, Mahsa

[Abstract, Beitrag zu einem Tagungsband]
Cheating Detection : Identifying Fraud in Digital Exams
In: EUNIS 2019 Congress : Proceedings : Tuesday 4 June - Friday 7 June 2019, Realfagbygget at Gloeshaugen Campus, NTNU, Trondheim, Norway, 196-198, 2019

Küppers, Bastian
Opgen-Rhein, Julia
Eifert, Thomas
Schroeder, Ulrik

[Buch, Tagungsband]
Analysis of images, social networks and texts : 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019 : revised selected papers
In: Lecture notes in computer science 11832, Information Systems and Applications, incl. Internet/Web, and HCI, 2019
[DOI: 10.1007/978-3-030-37334-4]

van der Aalst, Wil M. P. (Editor)
Batagelj, Vladimir (Editor)
Ignatov, Dmitry I. (Editor)
Khachay, Michael (Editor)
Kuskova, Valentina (Editor)
et al.

[Beitrag zu einem Tagungsband]
Supporting Confidentiality in Process Mining Using Abstraction and Encryption
In: [SIMPDA 2018 Revised Selected Papers], 2019
[DOI: 10.1007/978-3-030-46633-6_6]

Rafiei, Majid (Corresponding author)
von Waldthausen, Leopold
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A practitioner’s guide to process mining: Limitations of the directly-follows graph
In: Procedia Computer Science. - 164, 321-328, 2019
[DOI: 10.1016/j.procs.2019.12.189]

van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
ICPMD 2019, ICPM Demo Track 2019 : proceedings of the ICPM Demo Track 2019, co-located with 1st International Conference on Process Mining (ICPM 2019) : Aachen, Germany, June 24-26, 2019
In: CEUR workshop proceedings 2374, 2019

Burattin, Andrea (Editor)
Polyvyanyy, Artem (Editor)
van Zelst, Sebastiaan Johannes (Editor)

[Buch, Tagungsband]
Workshop on Algorithms & Theories for the Analysis of Event Data (ATAED'2019) : Aachen, Germany, June 25, 2019 : satellite event of the conferences 19th International Conference on Application of Concurrency to System Design (ACSD 2019), 40th International Conference on Application and Theory of Petri Nets and Concurrency (PN 2019) : workshop proceedings
In: CEUR workshop proceedings 2371, 2019

van der Aalst, Wil M. P. (Editor)
Bergenthum, Robin (Editor)
Carmona, Josep (Editor)

[Buch, Tagungsband]
BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019
In: CEUR workshop proceedings 2420, 2019

Depaire, Benoît (Editor)
De Smedt, Johannes (Editor)
Dumas, Marlon (Editor)
Fahland, Dirk (Editor)
Kumar, Akhil (Editor)
et al.

[Abstract, Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Cheating Detection : Identifying Fraud in Digital Exams
In: European journal of higher education IT, 2019 (1), 5 Seiten, 2019

Küppers, Bastian (Corresponding author)
Opgen-Rhein, Julia (Corresponding author)
Eifert, Thomas (Corresponding author)
Schroeder, Ulrik (Corresponding author)

[Buchbeitrag]
Structuring Behavior or Not, That is the Question
In: The Art of Structuring : Bridging the Gap Between Information Systems Research and Practice / edited by Katrin Bergener, Michael Räckers, Armin Stein, 221-226, 2019
[DOI: 10.1007/978-3-030-06234-7_21]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag]
Enriching Data Models with Behavioral Constraints
In: Ontology Makes Sense : Essays in Honor of Nicola Guarino / Edited by Stefano Borgo, Laboratory for Applied Ontology, ISTC-CNR, Trento; Roberta Ferrario, Laboratory for Applied Ontology, ISTC-CNR, Trento; Claudio Masolo, Laboratory for Applied Ontology, ISTC-CNR, Trento and Laure Vieu, Institut de Recherche en Informatique de Toulouse, CNRS, Toulouse and Laboratory for Applied Ontology, ISTC-CNR, Trento, 257-277, 2019
[DOI: 10.3233/978-1-61499-955-3-257]

Artale, Alessandro (Corresponding author)
Calvanese, Diego
Montali, Marco
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Multi-instance Mining : Discovering Synchronisation in Artifact-Centric Processes
In: Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers / edited by Florian Daniel, Quan Z. Sheng, Hamid Motahari, 18-30, 2019
[DOI: 10.1007/978-3-030-11641-5_2]

van Eck, Maikel L. (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving Merging Conditions for Recomposing Conformance Checking
In: Business Process Management Workshops : BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers / edited by Florian Daniel, Quan Z. Sheng, Hamid Motahari, 31-43, 2019
[DOI: 10.1007/978-3-030-11641-5_3]

Lee, Wai Lam Jonathan (Corresponding author)
Munoz-Gama, Jorge
Verbeek, H. M. W.
van der Aalst, Wil M. P.
Sepúlveda, Marcos

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-Driven Usability Test Scenario Creation
In: Human-Centered Software Engineering : 7th IFIP WG 13.2 International Working Conference, HCSE 2018, Sophia Antipolis, France, September 3-5, 2018, Revised Selected Papers / edited by Cristian Bogdan, Kati Kuusinen, Marta Kristín Lárusdóttir, Philippe Palanque, Marco Winckler, 88-108, 2019
[DOI: 10.1007/978-3-030-05909-5_6]

van Eck, Maikel L. (Corresponding author)
Markslag, Else
Sidorova, Natalia
Brosens-Kessels, Angelique
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Responsible Data Science in a Dynamic World : The Four Essential Elements of Data Science
In: Internet of things : information processing in an increasingly connected world : First IFIP International Cross-Domain Conference, IFIPIoT 2018, held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018 : revised selected papers / Leon Strous, Vinton G. Cerf (eds.), 3-10, 2019
[DOI: 10.1007/978-3-030-15651-0_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers
In: Lecture notes in business information processing 362, 2019
[DOI: 10.1007/978-3-030-37453-2]

Di Francescomarino, Chiara (Editor)
Dijkman, Remco M. (Editor)
Zdun, Uwe (Editor)

[Preprint]
Discovering Process Models from Uncertain Event Data
In: BPM 2019 International Workshops Vienna 2019-09-01 - 2019-09-06, 2019

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Earth Movers’ Stochastic Conformance Checking
In: Business Process Management Forum : BPM Forum 2019, Vienna, Austria, September 1-6, 2019, Proceedings / edited by Thomas Hildebrandt, Boudewijn F. van Dongen, Maximilian Röglinger, Jan Mendling, 127-143, 2019
[DOI: 10.1007/978-3-030-26643-1_8]

Leemans, Sander Jacobus Johannes (Corresponding author)
Syring, Anja F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Modeling and Reasoning over Declarative Data-Aware Processes with Object-Centric Behavioral Constraints
In: Business process management : 17th International Conference, BPM 2019, Vienna, Austria, September 1-6, 2019 : proceedings / Thomas Hildebrandt, Boudewijn F. van Dongen, Maximilian Röglinger, Jan Mendling (eds.), 139-156, 2019
[DOI: 10.1007/978-3-030-26619-6_11]

Artale, Alessandro
Kovtunova, Alisa
Montali, Marco (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Everything You Always Wanted to Know About Petri Nets, but Were Afraid to Ask
In: Business process management : 17th International Conference, BPM 2019, Vienna, Austria, September 1-6, 2019 : proceedings / Thomas Hildebrandt, Boudewijn F. van Dongen, Maximilian Röglinger, Jan Mendling (eds.), 3-9, 2019
[DOI: 10.1007/978-3-030-26619-6_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Model-based Framework to Automatically Generate Semi-real Data for Evaluating Data Analysis Techniques
In: ICEIS 2019 : proceedings of the 21st International Conference on Enterprise Information Systems : Heraklion, Crete, Greece, May 3-5, 2019 / sponsored by INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; co-organized by University of Crete ; edited by Joaquim Filipe, Michal Smialek, Alexander Brodsky and Slimane Hammoudi. - Volume 2, 213-220, 2019
[DOI: 10.5220/0007713702130220]

Li, Guangming
de Carvalho, Renata Medeiros
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A General Framework to Identify Software Components from Execution Data
In: ENASE 2019 : proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering : Heraklion, Crete, Greece, May 4-5, 2019 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; edited by Ernesto Damiani, George Spanoudakis and Leszek Maciaszek, 2019
[DOI: 10.5220/0007655902340241]

Liu, Cong
van Dongen, Boudewijn
Assy, Nour
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Blockchain Processes : Extracting Process Mining Data from Blockchain Applications
In: Business Process Management : Blockchain and Central and Eastern Europe Forum : BPM 2019 Blockchain and CEE Forum, Vienna, Austria, September 1-6, 2019, Proceedings / Claudio Di Ciccio, Renata Gabryelczyk, Luciano García-Bañuelos, Tomislav Hernaus, Rick Hull, Mojca Indihar Štemberger, Andrea Kő, Mark Staples (Eds.), 71-86, 2019
[DOI: 10.1007/978-3-030-30429-4_6]

Klinkmüller, Christopher (Corresponding author)
Ponomarev, Alexander
Tran, An Binh
Weber, Ingo
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
What If Process Predictions Are Not Followed By Good Recommendations?
In: BPM2019IF, 17th International Conference on Business Process Management 2019 Industry Forum : proceedings of the Industry Forum at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019 / edited by Jan vom Brocke (University of Liechtenstein, Liechtenstein), Jan Mendling (Vienna University of Economics and Business, Austria), Michael Rosemann (Queensland University of Technology, Brisbane, Australia), 61-72, 2019

Dees, Marcus (Corresponding author)
de Leoni, Massimiliano (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Reijers, Hajo A. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Complex Process-Structures by Exploiting the Token-Game
In: Application and theory of petri nets and concurrency : 40th international conference, PETRI NETS 2019, Aachen, Germany, June 23-28, 2019 : proceedings / Susanna Donatelli, Stefan Haar (eds.), 258-278, 2019
[DOI: 10.1007/978-3-030-21571-2_15]

Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Scenario-Based Prediction of Business Processes Using System Dynamics
In: On the move to meaningful internet systems : OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019 : proceedings / Hervé Panetto, Christophe Debruyne, Martin Hepp, Dave Lewis, Claudio Agostino Ardagna, Robert Meersman (eds.), 422-439, 2019
[DOI: 10.1007/978-3-030-33246-4_27]

Pourbafrani, Mahsa (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Process Models from Uncertain Event Data
In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers / Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun (Eds.), 238-249, 2019
[DOI: 10.1007/978-3-030-37453-2_20]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Evaluating the Effectiveness of Interactive Process Discovery in Healthcare : a Case Study
In: Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1-6, 2019 : Revised Selected Papers / Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun (Eds.), 508-519, 2019
[DOI: 10.1007/978-3-030-37453-2_41]

Benevento, Elisabetta (Corresponding author)
Dixit, Prabhakar M.
Sani, M. F.
Aloini, Davide
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Object-Centric Process Mining : Dealing with Divergence and Convergence in Event Data
In: Software Engineering and Formal Methods : 17th International Conference, SEFM 2019, Oslo, Norway, September 18-20, 2019 : Proceedings / Peter Csaba Ölveczky, Gwen Salaün (Eds.), 3-25, 2019
[DOI: 10.1007/978-3-030-30446-1_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag]
A Tour in Process Mining : From Practice to Algorithmic Challenges
In: Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 1-35, 2019
[DOI: 10.1007/978-3-662-60651-3_1]

van der Aalst, Wil M. P.
Carmona, Josep (Corresponding author)
Chatain, Thomas
van Dongen, Boudewijn

[Buchbeitrag]
Evaluating Conformance Measures in Process Mining Using Conformance Propositions
In: Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 192-221, 2019
[DOI: 10.1007/978-3-662-60651-3_8]

Syring, Anja F.
Tax, Niek
van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
Fundamental approaches to software engineering : 22nd international conference, FASE 2019, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6-11, 2019l : proceedings
In: Lecture notes in computer science 11424, 2019
[DOI: 10.1007/978-3-030-16722-6]

Hähnle, Reiner (Editor)
van der Aalst, Wil M. P. (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fairness-Aware Process Mining
In: On the move to meaningful internet systems : OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019 : proceedings / Hervé Panetto, Christophe Debruyne, Martin Hepp, Dave Lewis, Claudio Agostino Ardagna, Robert Meersman (eds.), 182-192, 2019
[DOI: 10.1007/978-3-030-33246-4_11]

Qafari, Mahnaz Sadat (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automated Robotic Process Automation : A Self-Learning Approach
In: On the move to meaningful internet systems : OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019 : proceedings / Hervé Panetto, Christophe Debruyne, Martin Hepp, Dave Lewis, Claudio Agostino Ardagna, Robert Meersman (eds.), 95-112, 2019
[DOI: 10.1007/978-3-030-33246-4_6]

Gao, Junxiong (Corresponding author)
van Zelst, Sebastiaan Johannes
Lu, Xixi
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 134-138, 2019

Fani Sani, Mohammadreza (Corresponding author)
Berti, Alessandro
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
BIpm: Combining BI and Process Mining
In: DATA 2019 : proceedings of the 8th International Conference on Data Science, Technology and Applications : Prague, Czech Republic, July 26-28, 2019 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; edited by Slimane Hammoudi, Christoph Quix and Jorge Bernardino, 123-128, 2019
[DOI: 10.5220/0007741901230128]

Harati Nik, Mohammad Reza (Corresponding author)
van der Aalst, Wil M. P.
Fani Sani, Mohammadreza

[Buchbeitrag, Beitrag zu einem Tagungsband]
The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms
In: New trends in databases and information systems : ADBIS 2019 short papers, workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019 : proceedings / Tatjana Welzer [und 9 andere] (eds.), 391-404, 2019
[DOI: 10.1007/978-3-030-30278-8_39]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Repairing Outlier Behaviour in Event Logs using Contextual Behaviour
In: Enterprise modelling and information systems architectures, 14, 5, 2019
[DOI: 10.18417/emisa.14.5]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Reviving Token-based Replay : Increasing Speed While Improving Diagnostics
In: Workshop on Algorithms & Theories for the Analysis of Event Data (ATAED'2019) : Aachen, Germany, June 25, 2019 : satellite event of the conferences 19th International Conference on Application of Concurrency to System Design (ACSD 2019), 40th International Conference on Application and Theory of Petri Nets and Concurrency (PN 2019) : workshop proceedings / edited by Wil van der Aalst, Robin Bergenthum, and Josep Carmona, 87-103, 2019

Berti, Alessandro
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining on Event Graphs : a Framework to Extensively Support Projects
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 60-65, 2019

Berti, Alessandro (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
PM4Py Web Services : Easy Development, Integration and Deployment of Process Mining Features in any Application Stack
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 174-177, 2019

Berti, Alessandro
van der Aalst, Wil M. P.
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining for Python (PM4Py) : Bridging the Gap Between Process- and Data Science
In: ICPMD 2019, ICPM Demo Track 2019 : proceedings of the ICPM Demo Track 2019, co-located with 1st International Conference on Process Mining (ICPM 2019) : Aachen, Germany, June 24-26, 2019 / edited by Andrea Burattin (Technical University of Denmark, Kgs. Lyngby, Denmark), Artem Polyvyanyy (The University of Melbourne, Melbourne, Australia), Sebastiaan van Zelst (Fraunhofer Institute for Applied Information Technology (FIT), Sankt Augustin, Germany), 13-16, 2019

Berti, Alessandro (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Big Digital Platforms : Growth, Impact, and Challenges
In: Business & information systems engineering, 61 (6), [645]-648, 2019
[DOI: 10.1007/s12599-019-00618-y]

van der Aalst, Wil M. P. (Corresponding author)
Hinz, Oliver
Weinhardt, Christof

[Fachzeitschriftenartikel]
Guided Interaction Exploration and Performance Analysis in Artifact-Centric Process Models
In: Business & information systems engineeringg : BISE, 61 (6), 649-663, 2018
[DOI: 10.1007/s12599-018-0546-0]

van Eck, Maikel L. (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Predictive Performance Monitoring of Material Handling Systems Using the Performance Spectrum
In: 2019 International Conference on Process Mining : ICPM 2019 : Aachen, Germany, 24-26 June 2019 : proceedings / ICPM, 2019
[DOI: 10.1109/ICPM.2019.00029]

Denisov, Vadim (Corresponding author)
Fahland, Dirk
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Uncertain Event Data in Process Mining
In: 2019 International Conference on Process Mining : ICPM 2019 : Aachen, Germany, 24-26 June 2019 : proceedings / ICPM, 2019
[DOI: 10.1109/ICPM.2019.00023]

Pegoraro, Marco (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
On the application of sequential pattern mining primitives to process discovery : Overview, outlook and opportunity identification
In: Wiley interdisciplinary reviews : WIREs / Data mining and knowledge discovery, 9 (6), e1315, 2019
[DOI: 10.1002/widm.1315]

Hassani, Marwan
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Lucent Process Models and Translucent Event Logs
In: Fundamenta informaticae, 169 (1/2), 151-177, 2019
[DOI: 10.3233/FI-2019-1842]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Discovering high-level BPMN process models from event data
In: Business process management journal, 25 (5), 995-1019, 2019
[DOI: 10.1108/BPMJ-02-2018-0051]

Kalenkova, Anna (Corresponding author)
Burattin, Andrea
de Leoni, Massimiliano
van der Aalst, Wil M. P.
Sperduti, Alessandro

[Fachzeitschriftenartikel]
Introducing Registered Reports to the Information Systems Community
In: Business & information systems engineering, 61 (4), 381-384, 2019
[DOI: 10.1007/s12599-019-00602-6]

Weinhardt, Christof (Corresponding author)
van der Aalst, Wil M. P.
Hinz, Oliver

[Buchbeitrag, Beitrag zu einem Tagungsband]
Object-centric behavioral constraint models: a hybrid model for behavioral and data perspectives
In: Applied computing 2019 : the 34th Annual ACM Symposium on Applied Computing : Limassol, Cyprus, April 8-12, 2019 / sponsored by: ACM Special Interest Group on Applied Computing, 48-56, 2019
[DOI: 10.1145/3297280.3297287]

Li, Guangming (Corresponding author)
de Carvalho, Renata Medeiros (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Fachzeitschriftenartikel]
Connecting databases with process mining : a meta model and toolset
In: Software and systems modeling, 18 (2), 1209-1247, 2018
[DOI: 10.1007/s10270-018-0664-7]

González López de Murillas, Eduardo (Corresponding author)
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Blind Spots in Business and Information Systems Engineering
In: Business & information systems engineering, 61 (2), 133-135, 2019
[DOI: 10.1007/s12599-019-00587-2]

Hinz, Oliver (Corresponding author)
van der Aalst, Wil M. P.
Weinhardt, Christof

[Fachzeitschriftenartikel]
Generating time-based label refinements to discover more precise process models
In: Journal of ambient intelligence and smart environments, 11 (2), 165-182, 2019
[DOI: 10.3233/AIS-190519]

Tax, Niek
Alasgarov, Emin
Sidorova, Natalia
Haakma, Reinder (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Discovering more precise process models from event logs by filtering out chaotic activities
In: Journal of intelligent information systems : JIIS, 52 (1), 107-139, 2019
[DOI: 10.1007/s10844-018-0507-6]

Tax, Niek (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.

[Buchbeitrag]
Discovering Petri Nets: A Personal Journey
In: Carl Adam Petri: ieas, personality, impact / Wolfgang Reisig, Grzegorz Rozenberg, editors, 3-9, 2019
[DOI: 10.1007/978-3-319-96154-5_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Fachzeitschriftenartikel]
Online conformance checking: relating event streams to process models using prefix-alignments
In: International Journal of Data Science and Analytics, 8 (3), 269-284, 2017
[DOI: 10.1007/s41060-017-0078-6]

van Zelst, Sebastiaan Johannes (Corresponding author)
Bolt, A.
Hassani, Marwan
van der Aalst, Wil M. P.
van Dongen, B. F.

[Beitrag zu einem Tagungsband]
Goal-Oriented Modelling of Relations and Dependencies in Data Marketplaces
In: [11th International i* Workshop co-located with the 30th International Conference on Advanced Information Systems Enginieering, CAiSE, Talinn, Estonia], 2018

Chakrabarti, Arnab
Quix, Christoph
Geisler, Sandra
Pullmann, Jaroslav
Khromov, Artur
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fast Incremental Conformance Analysis for Interactive Process Discovery
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 163-175, 2018
[DOI: 10.1007/978-3-319-93931-5_12]

Dixit, P. M. (Corresponding author)
Buijs, J. C. A. M.
Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Hybrid Business Process Models: A Quest for Better Precision
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 190-205, 2018
[DOI: 10.1007/978-3-319-93931-5_14]

Schunselaar, Dennis M. M. (Corresponding author)
Slaats, Tijs
Maggi, Fabrizio M.
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Unbiased, Fine-Grained Description of Processes Performance from Event Data
In: Business process management : 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018 : proceedings / Mathias Weske, Marco Montali, Ingo Weber, Jan vom Brocke (eds.), 139-157, 2018
[DOI: 10.1007/978-3-319-98648-7_9]

Denisov, Vadim (Corresponding author)
Fahland, Dirk
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Maximizing Synchronization for Aligning Observed and Modelled Behaviour
In: Business process management : 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018 : proceedings / Mathias Weske, Marco Montali, Ingo Weber, Jan vom Brocke (eds.), 233-249, 2018
[DOI: 10.1007/978-3-319-98648-7_14]

Bloemen, Vincent (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.
van Dongen, Boudewijn F.
van de Pol, Jaco

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Object-Centric Event Logs to Support Process Mining on Databases
In: Information Systems in the Big Data Era : CAiSE Forum 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings / edited by Jan Mendling, Haralambos Mouratidis, 182-199, 2018
[DOI: 10.1007/978-3-319-92901-9_16]

Li, Guangming (Corresponding author)
de Murillas, Eduardo González López
de Carvalho, Renata Medeiros
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detection and Interactive Repair of Event Ordering Imperfection in Process Logs
In: Advanced information systems engineering : 30th International Conference, CAiSE 2018, Tallin, Estonia, June 11-15, 2018 : proceedings / John Krogstie, Hajo A. Reijers (eds.), 274-290, 2018
[DOI: 10.1007/978-3-319-91563-0_17]

Dixit, Prabhakar M. (Corresponding author)
Suriadi, Suriadi
Andrews, Robert
Wynn, Moe T.
ter Hofstede, Arthur H. M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fast Conformance Analysis Based on Activity Log Abstraction
In: 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference : EDOC 2018 : 16-19 October 2018, Stockholm, Sweden : proceedings / general chair: Robert Lagerström (KTH Royal Institute of Technology, Sweden) ; publisher: IEEE, 135-144, 2018
[DOI: 10.1109/EDOC.2018.00026]

Dixit, Prabhakar M. (Corresponding author)
Verbeek, H. M. W. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conceptual Schema Transformation in Ontology-Based Data Access
In: Knowledge engineering and knowledge management : 21st international conference, EKAW 2018, Nancy, France, November 12-16, 2018 / Catherine Faron Zucker, Chiara Ghidini, Amedeo Napoli, Yannick Toussaint (eds.), 50-67, 2018
[DOI: 10.1007/978-3-030-03667-6_4]

Calvanese, Diego (Corresponding author)
Kalayci, Tahir Emre
Montali, Marco
Santoso, Ario
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
LocalProcessModelDiscovery: Bringing Petri Nets to the Pattern Mining World
In: Application and theory of petri nets and concurrency : 39th international conference, PETRI NETS 2018, Bratislava, Slovakia, June 24-29, 2018 : proceedings / Victor Khomenko, Olivier H. Roux (eds.), 374-384, 2018
[DOI: 10.1007/978-3-319-91268-4_20]

Tax, Niek (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.
Haakma, Reinder

[Buchbeitrag, Beitrag zu einem Tagungsband]
Incremental Computation of Synthesis Rules for Free-Choice Petri Nets
In: Formal aspects of component software : 15th International Conference, FACS 2018, Pohang, South Korea, October 10-12, 2018 : proceedings / Kyungmin Bae, Peter Csaba Ölveczky (eds.), 97-117, 2018
[DOI: 10.1007/978-3-030-02146-7_5]

Dixit, Prabhakar M. (Corresponding author)
Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Component interface identification and behavioral model discovery from software execution data
In: Proceedings of the 26th Conference on Program Comprehension, 97-107, 2018
[DOI: 10.1145/3196321.3196338]

Liu, Cong (Corresponding author)
van Dongen, Boudewijn (Corresponding author)
Assy, Nour (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Lifecycle-Based Process Performance Analysis
In: On the move to meaningful internet systems : OTM 2018 Conferences : confederated international conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018 : proceedings / Hervé Panetto, Christophe Debruyne, Henderik A. Proper, Claudio Agostino Ardagna, Dumitru Roman, Robert Meersman (eds.). - Part 1, 336-353, 2018
[DOI: 10.1007/978-3-030-02610-3_19]

Hompes, Bart F. A. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Similarity resonance for improving process model matching accuracy
In: Applied computing 2018 : the 33rd Annual ACM Symposium on Applied Computing : Pau, France, April 9-13, 2018 / sponsored by: ACM Special Interest Group on Applied Computing ; conference chairs: Hisham M. Haddad (Kennesaw State University, USA), Roger L. Wainwright (University of Tulsa, USA), Richard Chbeir (University of Pau & Pays Adour, France), 86-93, 2018
[DOI: 10.1145/3167132.3167138]

Assy, Nour (Corresponding author)
van Dongen, Boudewijn F. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining and Simulation: A Match Made in Heaven!
In: Proceedings of the 50th Computer Simulation Conference, 1-12, 2018
[DOI: 10.22360/SummerSim.2018.SCSC.005]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Symbolically Aligning Observed and Modelled Behaviour
In: 2018 18th International Conference on Application of Concurrency to System Design (ACSD) : [Proceedings], 50-59, 2018
[DOI: 10.1109/ACSD.2018.00008]

Bloemen, Vincent (Corresponding author)
van de Pol, Jaco (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
The Statechart Workbench: Enabling scalable software event log analysis using process mining
In: 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering (SANER) : [Proceedings], 502-506, 2018
[DOI: 10.1109/SANER.2018.8330248]

Leemans, Maikel (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
van den Brand, Mark G. J. (Corresponding author)

[Fachzeitschriftenartikel]
Linking data and process perspectives for conformance analysis
In: Computers & security, 73, 172-193, 2017
[DOI: 10.1016/j.cose.2017.10.010]

Alizadeh, Mahdi (Corresponding author)
Lu, Xixi
Fahland, Dirk
Zannone, Nicola
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining
In: Information sciences, 466, 55-91, 2018
[DOI: 10.1016/j.ins.2018.07.026]

Lee, Wai Lam Jonathan
Verbeek, H. M. W.
Munoz-Gama, Jorge (Corresponding author)
van der Aalst, Wil M. P.
Sepúlveda, Marcos

[Fachzeitschriftenartikel]
Guided Process Discovery - A pattern-based approach
In: Information systems : IS, 76, 1-18, 2018
[DOI: 10.1016/j.is.2018.01.009]

Mannhardt, Felix (Corresponding author)
de Leoni, Massimiliano
Reijers, Hajo A.
Toussaint, Pieter J.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Process variant comparison: Using event logs to detect differences in behavior and business rules
In: Information systems : IS, 74, 53-66, 2018
[DOI: 10.1016/j.is.2017.12.006]

Bolt, Alfredo (Corresponding author)
de Leoni, Massimiliano
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Blockchains for Business Process Management - Challenges and Opportunities
In: ACM transactions on management information systems, 9 (1), 1-16, 2018
[DOI: 10.1145/3183367]

Mendling, Jan (Corresponding author)
Dustdar, Schahram (Corresponding author)
Gal, Avigdor (Corresponding author)
García-Bañuelos, Luciano (Corresponding author)
Governatori, Guido (Corresponding author)
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Configurable Event Correlation for Process Discovery from Object-Centric Event Data
In: 2018 IEEE International Conference on Web Services : IEEE ICWS 2018 : part of the 2018 IEEE World Congress on Services : 2-7 July 2018, San Francisco, California, USA : proceedings / sponsored by: IEEE, IEEE Computer Society, 203-210, 2018
[DOI: 10.1109/ICWS.2018.00033]

Li, Guangming (Corresponding author)
de Carvalho, Renata Medeiros (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interactive Data-Driven Process Model Construction
In: Conceptual modeling : 37th International Conference, ER 2018, Xi'an, China, October 22-25, 2018 : proceedings / Juan C. Trujillo, Karen C. Davis, Xiaoyong Du, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong Li Lee (Eds.), 251-265, 2018
[DOI: 10.1007/978-3-030-00847-5_19]

Dixit, P. M. (Corresponding author)
Verbeek, H. M. W.
Buijs, J. C. A. M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Hierarchical performance analysis for process mining
In: Proceedings of the 2018 International Conference on Software and System Process (ICSSP '18) : Gothenburg, Sweden, May 26 - 27, 2018 / Marco Kuhrmann, general chair, 96-105, 2018
[DOI: 10.1145/3202710.3203151]

Leemans, Maikel (Corresponding author)
van der Aalst, Wil M. P.
van den Brand, Mark

[Buchbeitrag, Beitrag zu einem Tagungsband]
Filtering Spurious Events from Event Streams of Business Processes
In: Advanced information systems engineering : 30th International Conference, CAiSE 2018, Tallin, Estonia, June 11-15, 2018 : proceedings / John Krogstie, Hajo A. Reijers (eds.), 35-52, 2018
[DOI: 10.1007/978-3-319-91563-0_3]

van Zelst, Sebastiaan Johannes (Corresponding author)
Fani Sani, Mohammadreza
Ostovar, Alireza
Conforti, Raffaele
La Rosa, Marcello

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Local Process Models with Constraints Efficiently: Applications to the Analysis of Smart Home Data
In: 2018 International Conference on Intelligent Environments : IE 2018 : Roma, Italy, 25-28 June 2018 : proceedings / general chairs: Massimo Mecella (Sapienza università di Roma, Italy), Juan Augusto (Middlesex University London), 56-63, 2018
[DOI: 10.1109/IE.2018.00016]

Tax, Niek (Corresponding author)
Sidorova, Natalia (Corresponding author)
Haakma, Reinder (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
StarStar Models: Using Events at DatabaseLevel for Process Analysis
In: 8th International Symposium on Data-Driven Process Discovery and Analysis - SIMPDA 2018 : December 13-14, 2018, Seville, Spain / editors: Paolo Ceravolo, M. Teresa Gómez López, Maurice Van Keulen, 60-64, 2018

Berti, Alessandro
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap
In: IEEE access, 6, 77308-77320, 2018
[DOI: 10.1109/ACCESS.2018.2881759]

Sakr, Sherif (Corresponding author)
Maamar, Zakaria
Awad, Ahmed
Benatallah, Boualem
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Analysing Structured Learning Behaviour in Massive Open Online Courses (MOOCs): An Approach Based on Process Mining and Clustering
In: International review of research in open and distance learning, 19 (5), 38-60, 2018
[DOI: 10.19173/irrodl.v19i5.3748]

van den Beemt, Antoine
Buijs, Joos
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Software Process Analysis Methodology - A Methodology Based on Lessons Learned in Embracing Legacy Software
In: ICSME 2018 : 2018 IEEE International Conference on Software Maintenance and Evolution : proceedings : 23-29 September 2018, Madrid, Spain / general chair: Gregorio Robles (Universidad Rey Juan Carlos, Spain) ; publisher: IEEE ; [sponsors: IEEE Computer Society, TCSE - IEEE Technical Council on Software Engineering], 665-674, 2018
[DOI: 10.1109/ICSME.2018.00076]

Leemans, Maikel (Corresponding author)
van der Aalst, Wil M. P.
van den Brand, Mark
Schiffelers, Ramon R. H.
Lensink, Leonard

[Fachzeitschriftenartikel]
Views on the Past, Present, and Future of Business and Information Systems Engineering
In: Business & information systems engineering, 60 (6), 443-477, 2018
[DOI: 10.1007/s12599-018-0561-1]

van der Aalst, Wil M. P.
Becker, Jörg
Bichler, Martin (Corresponding author)
Buhl, Hans Ulrich
Dibbern, Jens
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
ProDiGy : Human-in-the-loop process discovery
In: 2018 12th International Conference on Research Challenges in Information Science (RCIS) : 29-31 May 2018 / [IEEE ; event organizer: LS2N - Laboratoire des Sciences du Numérique de Nantes], 2018
[DOI: 10.1109/RCIS.2018.8406657]

Dixit, P. M. (Corresponding author)
Buijs, J. C. A. M. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
A general framework to detect behavioral design patterns
In: 2018 ACM/IEEE 40th International Conference on Software Engineering: Software Engineering Education and Training : ICSE-SEET 2018 : 30 May-1 June 2018, Gothenburg, Sweden : proceedings, 234-235, 2018
[DOI: 10.1145/3183440.3194947]

Liu, Cong (Corresponding author)
van Dongen, Boudewijn (Corresponding author)
Assy, Nour (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Repairing outlier behaviour in event logs
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 115-131, 2018
[DOI: 10.1007/978-3-319-93931-5_9]

Fani Sani, Mohammadreza (Corresponding author)
van der Aalst, Wil M. P.
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Applying Sequence Mining for Outlier Detection in Process Mining
In: On the Move to Meaningful Internet Systems. OTM 2018 Conferences : Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part II / edited by Hervé Panetto, Christophe Debruyne, Henderik A. Proper, Claudio Agostino Ardagna, Dumitru Roman, Robert Meersman, 98-116, 2018
[DOI: 10.1007/978-3-030-02671-4_6]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Interest-driven discovery of local process models
In: Information systems : IS, 77, 105-117, 2018
[DOI: 10.1016/j.is.2018.04.006]

Tax, Niek (Corresponding author)
Dalmas, Benjamin
Sidorova, Natalia
van der Aalst, Wil M. P.
Norre, Sylvie

[Fachzeitschriftenartikel]
Robotic Process Automation
In: Business & information systems engineering, 60 (4), 269-272, 2018
[DOI: 10.1007/s12599-018-0542-4]

van der Aalst, Wil M. P. (Corresponding author)
Bichler, Martin
Heinzl, Armin

[Fachzeitschriftenartikel]
Application and Theory of Petri Nets and Other Models of Concurrency: Special Issue of Selected Papers from Petri Nets 2017 : Preface
In: Fundamenta informaticae, 161 (4), i-ii, 2018
[DOI: 10.3233/FI-2018-1705]

van der Aalst, Wil M. P. (Corresponding author)
Best, Eike (Corresponding author)
Penczek, Wojciech (Corresponding author)

[Fachzeitschriftenartikel]
Process discovery from event data : Relating models and logs through abstractions
In: Wiley interdisciplinary reviews : WIREs / Data mining and knowledge discovery, 8 (3), e1244, 2018
[DOI: 10.1002/widm.1244]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
The imprecisions of precision measures in process mining
In: Information processing letters, 135, 1-8, 2018
[DOI: 10.1016/j.ipl.2018.01.013]

Tax, Niek (Corresponding author)
Lu, Xixi
Sidorova, Natalia
Fahland, Dirk
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities
In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers / edited by Ernest Teniente, Matthias Weidlich, 216-229, 2018
[DOI: 10.1007/978-3-319-74030-0_16]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
RapidProM: Mine Your Processes and Not Just Your Data
In: RapidMiner: Data Mining Use Cases and Business Analytics Applications, 2018

van der Aalst, Wil M. P.
Bolt, A.
van Zelst, Sebastiaan Johannes

[Fachzeitschriftenartikel]
Spreadsheets for Business Process Management: Using process mining to deal with ``events'' rather than ``numbers''
In: Business process management journal, 24 (1), 105-127, 2018
[DOI: 10.1108/BPMJ-10-2016-0190]

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Discovering Workflow Nets Using Integer Linear Programming
In: Computing, 100 (5), 529-556, 2018
[DOI: 10.1007/s00607-017-0582-5]

van Zelst, Sebastiaan Johannes (Corresponding author)
van Dongen, B. F. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Verbeek, H. M. W. (Corresponding author)

[Fachzeitschriftenartikel]
Event Stream-Based Process Discovery Using Abstract Representations
In: Knowledge and information systems, 54 (2), 407-435, 2017
[DOI: 10.1007/s10115-017-1060-2]

van Zelst, Sebastiaan Johannes (Corresponding author)
van Dongen, B. F.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Scalable Process Discovery and Conformance Checking
In: Software and systems modeling, 17 (2), 2018
[DOI: 10.1007/s10270-016-0545-x]

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buch]
Proceedings of Analysis of Images, Social Networks and Texts (AIST 2017)
In: Lecture notes in computer science 10716, 2018

van der Aalst, Wil M. P.
Ignatov, D.
Khachay, M.
Kuznetsov, S.
Lempitsky, V.
et al.

[Preprint]
Markings in Perpetual Free-Choice Nets Are Fully Characterized by Their Enabled Transitions, 2018

van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
Similarity Search and Applications - 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings
In: Lecture Notes in Computer Science 10609, 2017
[DOI: 10.1007/978-3-319-68474-1]

Beecks, Christian (Editor)
Borutta, Felix (Editor)
Kröger, Peer (Editor)
Seidl, Thomas (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fast Similarity Search with the Earth Mover's Distance via Feasible Initialization and Pruning
In: Similarity Search and Applications - 10th International Conference, SISAP 2017, Munich, Germany, October 4-6, 2017, Proceedings, 141-155, 2017
[DOI: 10.1007/978-3-319-68474-1\_10]

Uysal, Merih Seran
Driessen, Kai Axel
Brockhoff, Tobias
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Subgroup Discovery in Process Mining
In: Business Information Systems : 20th International Conference, BIS 2017, Poznan, Poland, June 28-30, 2017, Proceedings / edited by Witold Abramowicz, 237-252, 2017
[DOI: 10.1007/978-3-319-59336-4_17]

Fani Sani, Mohammadreza (Corresponding author)
van der Aalst, Wil M. P.
Bolt, Alfredo
García-Algarra, Javier

[Fachzeitschriftenartikel]
Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action
In: Digital humanities quarterly, 11 (2), 2017

Schüller, Daniel
Beecks, Christian
Hassani, Marwan
Hinnell, Jennifer
Brenger, Bela Darius
et al.

[Beitrag zu einem Tagungsband]
Learning Hybrid Process Models From Events: Process Discovery Without Faking Confidence
In: International Conference on Business Process Management (BPM 2017), 59-76, 2017
[DOI: 10.1007/978-3-319-65000-54]

van der Aalst, Wil M. P.
De Masellis, R.
Di Francescomarino, C.
Ghidini, C.

[Beitrag zu einem Tagungsband]
Structure Theory in a Dynamic Data-Driven World: Applications in Process Mining and BPM (extended abstract)
In: Proceedings of the Workshop on Structure Theory of Petri Nets (STRUCTURE 2017), 45-54, 2017

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automatic Discovery of Object-Centric Behavioral Constraint Models
In: Business Information Systems : 20th International Conference, BIS 2017, Poznan, Poland, June 28-30, 2017, Proceedings / edited by Witold Abramowicz, 43-58, 2017
[DOI: 10.1007/978-3-319-59336-4_4]

Li, G. (Corresponding author)
Medeiros de Carvalho, R.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Business Process Comparison: A Methodology and Case Study
In: Business Information Systems (BIS 2017), 253-267, 2017
[DOI: 10.1007/978-3-319-59336-4_18]

Syamsiyah, A. (Corresponding author)
Bolt, A.
Cheng, L.
Hompes, B.
Bose, J. C.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-Driven Process Discovery: Revealing Conditional Infrequent Behavior from Event Logs
In: Advanced information systems engineering : 29th International Conference, CAiSE 2017, Essen, Germany, June 12-26, 2017 : proceedings / Eric Dubois, Klaus Pohl (eds.), 545-560, 2017
[DOI: 10.1007/978-3-319-59536-8_34]

Mannhardt, F. (Corresponding author)
de Leoni, M.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Causal Factors Explaining Business Process Performance Variation
In: Advanced information systems engineering : 29th International Conference, CAiSE 2017, Essen, Germany, June 12-26, 2017 : proceedings / Eric Dubois, Klaus Pohl (eds.), 177-192, 2017
[DOI: 10.1007/978-3-319-59536-8_12]

Hompes, B. F. A. (Corresponding author)
Maaradji, A.
La Rosa, M.
Dumas, M.
Buijs, J. C. A. M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Hierarchical Consolidated Models from Process Families
In: Advanced information systems engineering : 29th International Conference, CAiSE 2017, Essen, Germany, June 12-26, 2017 : proceedings / Eric Dubois, Klaus Pohl (eds.), 314-329, 2017
[DOI: 10.1007/978-3-319-59536-8_20]

Assy, N. (Corresponding author)
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Social Networks Instantly: Moving Process Mining Computations to the Database and Data Entry Time
In: Enterprise, Business-Process and Information Systems Modeling : 18th International Conference, BPMDS 2017, 22nd International Conference, EMMSAD 2017, Held at CAiSE 2017, Essen, Germany, June 12-13, 2017, Proceedings / edited by Iris Reinhartz-Berger, Jens Gulden, Selmin Nurcan, Wided Guédria, Palash Bera, 51-67, 2017
[DOI: 10.1007/978-3-319-59466-8_4]

Syamsiyah, A. (Corresponding author)
van Dongen, B. F.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Replay using Recomposition: Alignment-Based Conformance Checking in the Large
In: Proceedings of the BPM 2017 Demo Track. - 1920, 1-5, 2017

Lee, W. L. M.
Verbeek, H. M. W.
Gama, J. M.
van der Aalst, Wil M. P.
Sepúlveda, M.

[Beitrag zu einem Tagungsband]
ProcessProfiler3D: A Tool for Visualising Performance Differences Between Process Cohorts and Process Instances
In: Proceedings of the BPM 2017 Demo Track. - 1920, 1-5, 2017

Poppe, E.
Wynn, M. T.
ter Hofstede, A. H. M.
Brown, R.
Pini, A.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enabling Interactive Process Analysis with Process Mining and Visual Analytics
In: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 573-584, 2017
[DOI: 10.5220/0006272605730584]

Dixit, P.
Caballero, H. S. G.
Corv`o, A.
Hompes, B. F. A.
Buijs, J. C. A. M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Event Correlation over Distributed Systems
In: Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID 2017), 1-10, 2017
[DOI: 10.1109/CCGRID.2017.94]

Cheng, L. (Corresponding author)
van Dongen, B. F. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Object-Centric Behavioral Constraints: Integrating Data and Declarative Process Modelling
In: Proceedings of the 30th International Workshop on Description Logics (DL 2017), 2017

van der Aalst, Wil M. P.
Artale, A.
Montali, M.
Tritini, S.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Process Variants in Event Logs
In: On the Move to Meaningful Internet Systems (OTM 2017), 45-52, 2017
[DOI: 10.1007/978-3-319-69462-7_4]

Bolt, A. (Corresponding author)
van der Aalst, Wil M. P.
de Leoni, M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Modeling and Discovering Cancelation Behavior
In: On the Move to Meaningful Internet Systems (OTM 2017), 93-113, 2017
[DOI: 10.1007/978-3-319-69462-7_8]

Leemans, M. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information
In: On the Move to Meaningful Internet Systems (OTM 2017), 154-174, 2017
[DOI: 10.1007/978-3-319-69462-7_11]

Lu, X. (Corresponding author)
Fahland, D.
Andrews, R.
Suriadi, S.
Wynn, M. T.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Guided Interaction Exploration in Artifact-centric Process Models
In: IEEE Conference on Business Informatics (CBI 2017), 109-118, 2017
[DOI: 10.1109/CBI.2017.42]

van Eck, M. L. (Corresponding author)
Sidorova, N. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Human Performance-Aware Scheduling and Routing of a Multi-Skilled Workforce
In: Complex systems informatics and modeling quarterly : CSIMQ, 12, 1-21, 2017
[DOI: 10.7250/csimq.2017-12.01]

van Eck, M. (Corresponding author)
Firat, M.
Nuijten, W.
Sidorova, N.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Divide and Conquer: A Tool Framework for Supporting Decomposed Discovery in Process Mining
In: The computer journal, 60 (11), 1649-1674, 2017
[DOI: 10.1093/comjnl/bxx040]

Verbeek, H. M. W. (Corresponding author)
van der Aalst, Wil M. P.
Munoz-Gama, J.

[Fachzeitschriftenartikel]
Process querying: Enabling Business Intelligence Through Query-Based Process Analytics
In: Decision support systems : DSS, 100, 41-56, 2017
[DOI: 10.1016/j.dss.2017.04.011]

Polyvyanyy, A. (Corresponding author)
Ouyang, C.
Barros, A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Discovering Work Prioritisation Patterns From Event Logs
In: Decision support systems : DSS, 100, 77-92, 2017
[DOI: 10.1016/j.dss.2017.02.002]

Suriadi, S. (Corresponding author)
Wynn, M. T.
Xu, J.
van der Aalst, Wil M. P.
ter Hofstede, A. H. M.

[Fachzeitschriftenartikel]
ProcessProfiler3D: A Visualisation Framework for Log-Based Process Performance Comparison
In: Decision support systems : DSS, 100, 93-108, 2017
[DOI: 10.1016/j.dss.2017.04.004]

Wynn, M. T. (Corresponding author)
Poppe, E. (Corresponding author)
Xu, J.
ter Hofstede, A. H. M.
Brown, R.
et al.

[Fachzeitschriftenartikel]
Impact-Driven Process Model Repair
In: ACM Transactions on Software Engineering and Methodology, 25 (4), 28:1-28:60, 2017
[DOI: 10.1145/2980764]

Polyvyanyy, A. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
ter Hofstede, A. H. M. (Corresponding author)
Wynn, M. (Corresponding author)

[Fachzeitschriftenartikel]
Nederland Investeert te Weinig in Basistechnologieen
In: De automatisering gids, 56-59, 2017

van der Aalst, Wil M. P.

[Preprint]
Mining Local Process Models, 2017

Tax, N.
Sidoriva, N.
Haaksma, R.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Change Visualisations: Analysing the Resource and Timing Differences between Two Event Logs
In: Information systems : IS, 65, 106-123, 2017
[DOI: 10.1016/j.is.2016.10.005]

Low, W. Z. (Corresponding author)
van der Aalst, Wil M. P.
ter Hofstede, A. H. M.
Wynn, M. T.
De Weerdt, Jochen

[Fachzeitschriftenartikel]
IEEE 1849: The XES Standard - The Second IEEE Standard Sponsored by IEEE Computational Intelligence Society
In: IEEE computational intelligence magazine, 12 (2), 4-8, 2017
[DOI: 10.1109/MCI.2017.2670420]

Acampora, G.
Vitiello, A.
Di Stefano, B.
van der Aalst, Wil M. P.
Günther, C.
et al.

[Preprint]
RapidProM: Mine Your Processes and Not Just Your Data, 2017

van der Aalst, Wil M. P.
Bolt, A.
van Zelst, Sebastiaan Johannes

[Fachzeitschriftenartikel]
Process Mining Using BPMN: Relating Event Logs and Process Models
In: Software and systems modeling, 16 (4), 1019-1048, 2017
[DOI: 10.1007/s10270-015-0502-0]

Kalenkova, A. A. (Corresponding author)
van der Aalst, Wil M. P.
Lomazova, I. A.
Rubin, V. A.

[Fachzeitschriftenartikel]
Business Analytics and Data Science: Once Again?
In: Business & information systems engineering, 59 (2), 77-79, 2017
[DOI: 10.1007/s12599-016-0461-1]

Bichler, M. (Corresponding author)
Heinzl, A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Trans-National Joint Research Projects: Defying the Odds of National Inter-University Competition
In: Business & information systems engineering, 59 (4), 205-206, 2017
[DOI: 10.1007/s12599-017-0478-0]

Heinzl, A. (Corresponding author)
Bichler, M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Responsible Data Science
In: Business & information systems engineering, 59 (5), 311-313, 2017
[DOI: 10.1007/s12599-017-0487-z]

van der Aalst, Wil M. P. (Corresponding author)
Bichler, M.
Heinzl, A.

[Preprint]
Blockchains for Business Process Management - Challenges and Opportunities, 2017

Mendling, J.
Weber, I.
van der Aalst, Wil M. P.
vom Brocke, J.

[Preprint]
Learning Hybrid Process Models From Events: Process Discovery Without Faking Confidence (Experimental Results), 2017

van der Aalst, Wil M. P.
De Masellis, R.
Di Francescomarino, C.
Ghidini, C.

[Fachzeitschriftenartikel]
Business Process Variability Modeling: A Survey
In: ACM computing surveys, 50 (1), 2:1-2:45, 2017
[DOI: 10.1145/3041957]

La Rosa, M. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Dumas, M. (Corresponding author)
Milani, F. P.

[Fachzeitschriftenartikel]
A Framework for Detecting Deviations in Complex Event Logs
In: Intelligent data analysis, 21 (4), 759-779, 2017
[DOI: 10.3233/IDA-160044]

Li, G. (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Generating Event Logs for High-Level Process Models
In: Simulation modelling practice and theory, 74, 1-16, 2017
[DOI: 10.1016/j.simpat.2017.01.003]

Mitsyuk, A. A.
Shugurov, I. S.
Kalenkova, A. A. (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Mining Resource Profiles from Event Logs
In: ACM transactions on management information systems, 8 (1), 1:1-1:30, 2017
[DOI: 10.1145/3041218]

Pika, A. (Corresponding author)
Leyer, Michael
Wynn, M. T.
Fidge, C. J.
ter Hofstede, A. H. M.
et al.

[Preprint]
Object-Centric Behavioral Constraints, 2017

van der Aalst, Wil M. P.
Li, G.
Montali, M.

[Preprint]
Discovering Relaxed Sound Workflow Nets using Integer Linear Programming, 2017

van Zelst, Sebastiaan Johannes
van Dongen, B. F.
van der Aalst, Wil M. P.
Verbeek, H. M. W.

[Preprint]
Interest-Driven Discovery of Local Process Models, 2017

Tax, N.
Dalmas, B.
Sidorova, N.
van der Aalst, Wil M. P.
Norre, S.

[Preprint]
Event Stream-Based Process Discovery using Abstract Representations, 2017

van Zelst, Sebastiaan Johannes
van Dongen, B. F.
van der Aalst, Wil M. P.

[Preprint]
The Imprecisions of Precision Measures in Process Mining, 2017

Tax, Niek (Corresponding author)
Lu, Xixi
Sidorova, Natalia
Fahland, Dirk
van der Aalst, Wil M. P.

[Preprint]
Time-Based Label Refinements to Discover More Precise Process Models, 2017

Tax, N.
Alasgarov, E.
Sidorova, N.
van der Aalst, Wil M. P.
Haakma, R.

[Preprint]
Mining Process Model Descriptions of Daily Life through Event Abstraction, 2017

Tax, N.
Sidorova, N.
Haakma, R.
van der Aalst, Wil M. P.

[Preprint]
Guided Interaction Exploration in Artifact-centric Process Models, 2017

van Eck, M. L.
Sidorova, N.
van der Aalst, Wil M. P.

[Preprint]
Resource Usage Analysis from a Different Perspective on MOOC Dropout, 2017

Brochenin, R.
Buijs, J.
Vahdat, M.
van der Aalst, Wil M. P.

[Preprint]
Recursion Aware Modeling and Discovery For Hierarchical Software Event Log Analysis (Extended), 2017

Leemans, M.
van der Aalst, Wil M. P.
van den Brand, M.

[Preprint]
Discovering More Precise Process Models from Event Logs by Filtering Out Chaotic Activities, 2017

Tax, N.
Sidorova, N.
van der Aalst, Wil M. P.

[Buch]
Proceedings of the International Workshop on Algorithms and Theories for the Analysis of Event Data (ATAED 2017)
In: CEUR Workshop Proceedings 1847, 2017

van der Aalst, Wil M. P.
Bergenthum, R.
Carmona, J.

[Buch]
Application and Theory of Petri nets and Concurrency (Petri Nets 2017)
In: Lecture notes in computer science 10258, 2017

van der Aalst, Wil M. P.
Best, E.

[Buch]
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), Barcelona, Spain, September 13, 2017
In: CEUR Workshop Proceedings 1920, 2017

Clariso, R.
Leopold, H.
van der Aalst, Wil M. P.
Kumar, A.
Pentland, B.
et al.

[Buchbeitrag]
Discovering Petri Nets: It's a Kind of Magic
In: A Magician in Science: Liber Amoricum Grzegorz Rosenberg, 69-70, 2017

van der Aalst, Wil M. P.

[Buch, Doktorarbeit]
Efficient similarity search in large multimedia databases
In: Ergebnisse aus der Informatik 8, 2017

Uysal, Merih Seran

[Buchbeitrag, Beitrag zu einem Tagungsband]
Modelling National Research Information Contexts Based on CERIF
In: 13th International Conference on Current Research Information Systems, CRIS2016, Communicating and Measuring Research Responsibly: Profiling, Metrics, Impact,Interoperability / Edited by Miguel-Angel Sicilia, Anna Clements, Pablode de Castro and Ed Simons, 253-259, 2017
[DOI: 10.1016/j.procs.2017.03.023]

Quix, Christoph (Corresponding author)
Riechert, Mathias

[Fachzeitschriftenartikel]
MiMAG: mining coherent subgraphs in multi-layer graphs with edge labels
In: Knowledge and information systems, 50 (2), 417-446, 2017
[DOI: 10.1007/s10115-016-0949-5]

Boden, Brigitte (Corresponding author)
Günnemann, Stephan
Hoffmann, Holger
Seidl, Thomas

[Buch, Tagungsband]
Database systems for advanced applications : 21st international conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016 : proceedings
In: Lecture notes in computer science 9643, 2016
[DOI: 10.1007/978-3-319-32049-6]

Navathe, Shamkant B. (Editor)
Wu, Weili (Editor)
Shekhar, Shashi (Editor)
Du, Xiaoyong (Editor)
Wang, X. Sean (Editor)
et al.

[Buch, Tagungsband]
Advances in Database Technology - EDBT 2016 : 19th International Conference on Extending Database Technology, Bordeaux, France, March 15-18, 2016 : proceedings
In: Advances in database technology, 2016
[DOI: 10.5441/002/edbt.2016.01]

Pitoura, Evaggelia (Editor)
Maabout, Sofian (Editor)
Koutrika, Georgia (Editor)
Marian, Amélie (Editor)
Tanca, Letizia (Editor)
et al.

[Beitrag zu einem Tagungsband]
Approximation-Based Efficient Query Processing with the Earth Mover's Distance
In: Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II, 165-180, 2016
[DOI: 10.1007/978-3-319-32049-6\_11]

Uysal, Merih Seran
Sabinasz, Daniel
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Query Processing using the Earth's Mover Distance in Video Databases
In: Proceedings of the 19th International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France, March 15-16, 2016, Bordeaux, France, March 15-16, 2016, 389-400, 2016
[DOI: 10.5441/002/edbt.2016.36]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian (Corresponding author)
Sabinasz, Daniel (Corresponding author)
Schmücking, Jochen (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Distance-based Multimedia Indexing
In: Proceedings of the 19th International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France, March 15-16, 2016, Bordeaux, France, March 15-16, 2016, 722-723, 2016
[DOI: 10.5441/002/edbt.2016.105]

Beecks, Christian (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Merging Alignments for Decomposed Replay
In: Application and Theory of Petri Nets and Concurrency : 37th International Conference, PETRI NETS 2016, Toruń, Poland, June 19-24, 2016. Proceedings / edited by Fabrice Kordon, Daniel Moldt, 219-239, 2016
[DOI: 10.1007/978-3-319-39086-4_14]

Verbeek, H. M. W. (Corresponding author)
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Green Data Science: Using Big Data in an ``Environmentally Friendly'' Manner
In: Proceedings of the 18th International Conferenceon Enterprise Information Systems (ICEIS 2016), 9-21, 2016

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enabling Process Mining on Sensor Data From Smart Products
In: IEEE International Conference on Research Challenges in Information Science (RCIS 2016), 1-12, 2016
[DOI: 10.1109/RCIS.2016.7549355]

van Eck, M. L. (Corresponding author)
Sidorova, N. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Local Process Models: Pattern Mining with Process Models
In: Proceedings of the Twenty-Sixth BeneluxConference on Machine Learning (Benelearn 2017), 75-76, 2016

Tax, N.
Sidorova, N.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Decision Mining Revisited: Discovering Overlapping Rules
In: International Conference on Advanced Information Systems Engineering (Caise 2016), 377-392, 2016
[DOI: 10.1007/978-3-319-39696-5_23]

Mannhardt, F. (Corresponding author)
de Leoni, M.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics
In: Advanced Information Systems Engineering : 28th International Conference, CAiSE 2016, Ljubljana, Slovenia, June 13-17, 2016. Proceedings / edited by Selmin Nurcan, Pnina Soffer, Marko Bajec, Johann Eder, 151-166, 2016
[DOI: 10.1007/978-3-319-39696-5_10]

Bolt, A. (Corresponding author)
de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Connecting Databases with Process Mining: A Meta Model and Toolset
In: Enterprise, Business-Process and Information Systems Modeling (BPMDS 2015), 231-249, 2016
[DOI: 10.1007/978-3-319-39429-9_15]

Gonzalez Lopez de Murillas, E. (Corresponding author)
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
DB-XES: Enabling Process Discovery in the Large
In: Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), 63-77, 2016

Syamsiyah, A.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Accelerating Process Mining using Relational Databases
In: Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), 137-141, 2016

Syamsiyah, A.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Handling Duplicated Tasks in Process Discovery by Refining Event Labels
In: Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings / edited by Marcello La Rosa, Peter Loos, Oscar Pastor, 90-107, 2016
[DOI: 10.1007/978-3-319-45348-4_6]

Lu, X. (Corresponding author)
Fahland, D.
van den Biggelaar, F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
From Low-Level Events to Activities: A Pattern-Based Approach
In: Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings / edited by Marcello La Rosa, Peter Loos, Oscar Pastor, 125-141, 2016
[DOI: 10.1007/978-3-319-45348-4_8]

Mannhardt, F. (Corresponding author)
de Leoni, M.
Reijers, H. A.
van der Aalst, Wil M. P.
Toussaint, P. J.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering and Exploring State-Based Models for Multi-perspective Processes
In: Business Process Management : 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016. Proceedings / edited by Marcello La Rosa, Peter Loos, Oscar Pastor, 142-157, 2016
[DOI: 10.1007/978-3-319-45348-4_9]

van Eck, M. L. (Corresponding author)
Sidorova, N.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Measuring the Precision of Multi-perspective Process Models
In: Business Process Management Workshops : BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers / edited by Manfred Reichert, Hajo A. Reijers, 113-125, 2016
[DOI: 10.1007/978-3-319-42887-1_10]

Mannhardt, F. (Corresponding author)
de Leoni, M.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting Deviating Behaviors Without Models
In: Business Process Management Workshops : BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers / edited by Manfred Reichert, Hajo A. Reijers, 126-139, 2016
[DOI: 10.1007/978-3-319-42887-1_11]

Lu, X. (Corresponding author)
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Ontology-Driven Extraction of Event Logs from Relational Databases
In: Business Process Management Workshops : BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers / edited by Manfred Reichert, Hajo A. Reijers, 140-153, 2016
[DOI: 10.1007/978-3-319-42887-1_12]

Calvanese, D.
Montali, M. (Corresponding author)
Syamsiyah, A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Queues from Event Logs with Varying Levels of Information
In: Business Process Management Workshops : BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers / edited by Manfred Reichert, Hajo A. Reijers, 154-166, 2016
[DOI: 10.1007/978-3-319-42887-1_13]

Senderovich, A. (Corresponding author)
Leemans, S. J. J.
Harel, S.
Gal, A.
Mandelbaum, A.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Using Life Cycle Information in Process Discovery
In: Business Process Management Workshops : BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31 - September 3, 2015, Revised Papers / edited by Manfred Reichert, Hajo A. Reijers, 204-217, 2016
[DOI: 10.1007/978-3-319-42887-1_17]

Leemans, S. J. J. (Corresponding author)
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling
In: Proceedings of the BPM Demo Track (BPM Demos 2016), 44-49, 2016

Lu, X.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Composite State Machine Miner: Discovering and Exploring Multi-perspective Processes
In: Proceedings of the BPM Demo Track (BPM Demos 2016), 73-77, 2016

van Eck, M. L.
Sidorova, N.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Everything You Always Wanted to Know About Your Process, but Did Not Know How to Ask
In: Business Process Management Workshops, 296-309, 2016
[DOI: 10.1007/978-3-319-58457-7_22]

Murillas, E. Gonz'alez L'opez de (Corresponding author)
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Log-based Evaluation of Label Splits for Process Models
In: Knowledge-Based and Intelligent Information & Engineering Systems (KES2016), 63-72, 2016
[DOI: 10.1016/j.procs.2016.08.096]

Tax, N. (Corresponding author)
Sidoriva, N.
Haaksma, R.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Process Mining Using BPMN: Relating Event Logs and Process Models
In: Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (Models 2016), 123, 2016

Kalenkova, A. A.
van der Aalst, Wil M. P.
Lomazova, I. A.
Rubin, V. A.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Online Discovery of Cooperative Structures in Business Processes
In: On the Move to Meaningful Internet Systems: OTM 2016 Conferences : Confederated International Conferences: CoopIS, C&TC, and ODBASE 2016, Rhodes, Greece, October 24-28, 2016, Proceedings / edited by Christophe Debruyne, Hervé Panetto, Robert Meersman, Tharam Dillon, eva Kühn, Declan O\'Sullivan, Claudio Agostino Ardagna, 210-228, 2016
[DOI: 10.1007/978-3-319-48472-3_12]

van Zelst, Sebastiaan Johannes (Corresponding author)
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Generic Framework for Context-Aware Process Performance Analysis
In: On the Move to Meaningful Internet Systems: OTM 2016 Conferences : Confederated International Conferences: CoopIS, C&TC, and ODBASE 2016, Rhodes, Greece, October 24-28, 2016, Proceedings / edited by Christophe Debruyne, Hervé Panetto, Robert Meersman, Tharam Dillon, eva Kühn, Declan O\'Sullivan, Claudio Agostino Ardagna., 300-317, 2016
[DOI: 10.1007/978-3-319-48472-3_17]

Hompes, B. (Corresponding author)
Buijs, J.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Component behavior discovery from software execution data
In: IEEE Symposium Series on Computational Intelligence (SSCI 2016), 1-8, 2016
[DOI: 10.1109/SSCI.2016.7849947]

Liu, C. (Corresponding author)
van Dongen, B. F. (Corresponding author)
Assy, N. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Heuristic Approaches For Generating Local Process Models Through Log Projections
In: IEEE Symposium Series on Computational Intelligence (SSCI 2016), 1-8, 2016
[DOI: 10.1109/SSCI.2016.7849948]

Tax, N. (Corresponding author)
Sidorova, N. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Haakma, R. (Corresponding author)

[Beitrag zu einem Tagungsband]
Event Abstraction for Process Mining Using Supervised Learning Techniques
In: Proceedings of SAI Intelligent Systems Conference (IntelliSys 2016), 251-269, 2016

Tax, N.
Sidorova, N.
Haakma, R.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
The Effectiveness of Workflow Management Systems: A Longitudinal Study
In: International journal of information management, 36 (1), 126-141, 2016
[DOI: 10.1016/j.ijinfomgt.2015.08.003]

Reijers, H. A. (Corresponding author)
Vanderfeesten, I. T. P.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Scientific Workflows for Process Mining: Building Blocks, Scenarios, and Implementation
In: International journal on software tools for technology transfer : STTT, 18 (6), 607-628, 2016
[DOI: 10.1007/s10009-015-0399-5]

Bolt, A.
de Leoni, M.
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Log-based Evaluation of Label Splits for Process Models, 2016

Tax, N.
Sidoriva, N.
Haaksma, R.
van der Aalst, Wil M. P.

[Preprint]
Event Abstraction for Process Mining using Supervised Learning Techniques, 2016

Tax, N.
Sidoriva, N.
Haaksma, R.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Balanced Multi-Perspective Checking of Process Conformance
In: Computing, 98 (4), 407-437, 2016
[DOI: 10.1007/s00607-015-0441-1]

Mannhardt, F. (Corresponding author)
de Leoni, M.
Reijers, H. A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Evaluating and Predicting Overall Process Risk Using Event Logs
In: Information Sciences, 352/353, 98-120, 2016
[DOI: 10.1016/j.ins.2016.03.003]

Pika, A. (Corresponding author)
van der Aalst, Wil M. P.
Wynn, M. T.
Fidge, C. J.
ter Hofstede, A. H. M.

[Fachzeitschriftenartikel]
Turning Event Logs Into Process Movies: Animating What Has Really Happened
In: Software and systems modeling, 15 (3), 707-732, 2016
[DOI: 10.1007/s10270-014-0432-2]

de Leoni, M. (Corresponding author)
Suriadi, S.
ter Hofstede, A. H. M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Building Instance Graphs for Highly Variable Processes
In: Expert systems with applications, 59, 101-118, 2016
[DOI: 10.1016/j.eswa.2016.04.021]

Diamantini, C.
Genga, L. (Corresponding author)
Potena, D.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
A General Process Mining Framework for Correlating, Predicting and Clustering Dynamic Behavior Based on Event Logs
In: Information systems : IS, 56, 235-257, 2016
[DOI: 10.1016/j.is.2015.07.003]

de Leoni, M. (Corresponding author)
van der Aalst, Wil M. P.
Dees, M.

[Fachzeitschriftenartikel]
Process Management: Don't Forget to Improve the Process!
In: Business & information systems engineering, 58 (1), 1-6, 2016

van der Aalst, Wil M. P.
La Rosa, M.
Santoro, F. M.

[Fachzeitschriftenartikel]
BISE and the Engineering Sciences
In: Business & information systems engineering, 58 (2), 105-106, 2016
[DOI: 10.1007/s12599-015-0418-9]

Bichler, M. (Corresponding author)
Heinzl, A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Disciplinary Pluralism, Flagship Conferences, and Journal Submissions
In: Business & information systems engineering, 58 (4), 243-245, 2016
[DOI: 10.1007/s12599-016-0436-2]

Heinzl, A. (Corresponding author)
Bichler, M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Open Research in Business and Information Systems Engineering
In: Business & information systems engineering, 58 (6), 375-379, 2016
[DOI: 10.1007/s12599-016-0454-0]

van der Aalst, Wil M. P. (Corresponding author)
Bichler, M.
Heinzl, A.

[Fachzeitschriftenartikel]
Revising History for Cost-Informed Process Improvement
In: Computing, 98 (9), 895-921, 2016
[DOI: 10.1007/s00607-015-0478-1]

Low, W. Z. (Corresponding author)
vanden Broucke, S. K. L. M.
Wynn, M. T.
ter Hofstede, A. H. M.
De Weerdt, J.
et al.

[Fachzeitschriftenartikel]
Analyzing Inter-Organizational Business Processes
In: Information systems and e-business management, 14 (3), 577-612, 2016
[DOI: 10.1007/s10257-015-0295-2]

Engel, R. (Corresponding author)
Krathu, W.
Zapletal, M.
Pichler, C.
Bose, J. C.
et al.

[Fachzeitschriftenartikel]
Mining local process models
In: Journal of Innovation in Digital Ecosystems, 3 (2), 183-196, 2016

Tax, N.
Sidorova, N.
Haakma, R.
van der Aalst, Wil M. P.

[Buch]
Proceedings of the International Workshop on Algorithms and Theories for the Analysis of Event Data (ATAED 2016)
In: CEUR Workshop Proceedings 1592, 2016

van der Aalst, Wil M. P.
Bergenthum, R.
Carmona, J.

[Buch]
Questioning BPM: 109 Answers by 33 Authors to 15 Questions About Business Process Management, 2016

Harmon, P.
Tregear, R.
van der Aalst, Wil M. P.

[Buch]
Process Mining: Data Science in Action, 2016

van der Aalst, Wil M. P.

[Vorlesung]
Process Mining: Data science in Action, 2016

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Calcification detection of abdominal aorta in CT images and 3D visualization in VR devices
In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) : 16-20 Aug. 2016 / platinum level partners: NSF; Institute for Engineering in Medicine, University of Minnesota ; Jim Patton (editor in chief for Conference Editorial Board, EMBC2016), 4156-4160, 2016
[DOI: 10.1109/EMBC.2016.7591642]

Garcia-Berna, Jose A.
Sanchez-Gomez, Juan M.
Hermanns, Judith
Garcia-Mateos, Gines
Fernandez-Aleman, Jose L. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
A geometric approach for mining sequential patterns in interval-based data streams
In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) : 24-29 July 2016, Vancouver, Canada / IEEE WCCI 2016 sponsors: IEEE, IEEE Computational Intelligence Society, the International Neural Network Society (INNS), 2128-2135, 2016
[DOI: 10.1109/FUZZ-IEEE.2016.7737954]

Hassani, Marwan
Lu, Yifeng
Wischnewsky, Jens
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Effect of Heuristics on Serendipity in Path-Based Storytelling with Linked Data
In: Human interface and the management of information : information, design and interaction : 18th international conference, HCI International 2016, Toronto, Canada, July 17-22, 2016 : proceedings / Sakae Yamamoto (ed.). - Part 1, 238-251, 2016
[DOI: 10.1007/978-3-319-40349-6_23]

De Vocht, Laurens (Corresponding author)
Beecks, Christian
Verborgh, Ruben
Mannens, Erik
Seidl, Thomas
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A New Tool for Collaborative Video Search via Content-based Retrieval and Visual Inspection
In: MM'16 : proceedings of the 2016 ACM Multimedia Conference : October 15-19, 2016, Amsterdam, The Netherlands / sponsored by: ACM SIGMM ; general chairs: Alan Hanjalic (Delft University of Technology), Cees Snoek (Qualcomm Research Netherlands/University of Amsterdam), Marcel Worring (University of Amsterdam), 731-732, 2016
[DOI: 10.1145/2964284.2973824]

Hürst, Wolfgang (Corresponding author)
Ip Vai Ching, Algernon (Corresponding author)
Hudelist, Marco A. (Corresponding author)
Primus, Manfred J. (Corresponding author)
Schoeffmann, Klaus (Corresponding author)
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Normalized Semantic Web Distance
In: The semantic web : latest advances and new domains : 13th international conference, ESWC 2016, Heraklion, Crete, Greece, May 29-June 2, 2016 : proceedings / Harald Sack, Eva Blomqvist, Mathieu d'Aquin, Chiara Ghidini, Simone Paolo Ponzetto, Christoph Lange, 69-84, 2016
[DOI: 10.1007/978-3-319-34129-3_5]

De Nies, Tom (Corresponding author)
Beecks, Christian
Godin, Fréderic
De Neve, Wesley
Stepien, Grzegorz
et al.

[Fachzeitschriftenartikel]
Clustering Big Data streams : recent challenges and contributions
In: Information technology, 58 (4), 206-213, 2016
[DOI: 10.1515/itit-2016-0007]

Hassani, Marwan (Corresponding author)
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools
In: CCGrid 2016 : 2016 16th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing : 16-19 May 2016, Cartagena, Colombia : proceedings, 656-665, 2016
[DOI: 10.1109/CCGrid.2016.102]

Hassani, Marwan (Corresponding author)
Spaus, Pascal (Corresponding author)
Cuzzocrea, Alfredo (Corresponding author)
Seidl, Thomas (Corresponding author)

[Fachzeitschriftenartikel]
Efficient Query Processing in 3D Motion Capture Gesture Databases
In: International journal of semantic computing : IJSC, 10 (1), 5-25, 2016
[DOI: 10.1142/S1793351X16400018]

Beecks, Christian (Corresponding author)
Hassani, Marwan
Brenger, Bela Darius
Hinnell, Jennifer
Schüller, Daniel
et al.

[Beitrag zu einem Tagungsband]
Graph Complexity in visual recommender systems for scientific literature
In: Mensch und Computer 2016 - Workshopbeiträge, 4.-7. September 2016, Aachen / B. Weyers, A. Dittmar (Hrsg.), 10 Seiten, 2016
[DOI: 10.18420/muc2016-ws11-0005]

Abels, Stephan (Corresponding author)
Greven, Christoph
Calero Valdez, André (Corresponding author)
Schroeder, Ulrik
Ziefle, Martina (Corresponding author)

[Fachzeitschriftenartikel]
Two CEGAR-based approaches for the safety verification of PLC-controlled plants
In: Information systems frontiers : ISF, 18 (5), 927-952, 2016
[DOI: 10.1007/s10796-016-9671-9]

Nellen, Johanna (Corresponding author)
Driessen, Kai
Neuhäußer, Martin
Ábrahám, Erika
Wolters, Benedikt

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Distance-Based Approach for Semantic Dissimilarity in Knowledge Graphs
In: 2016 IEEE Tenth International Conference on Semantic Computing : 3-5 February 2016, Laguna Hills, California : proceedings / general co-chairs: David Newman (Wells Fargo, USA), Phillip Sheu (University of California, Irvine, USA), Mei-Ling Shyu (University of Miami, USA), 253-256, 2016
[DOI: 10.1109/ICSC.2016.55]

De Nies, Tom
Beecks, Christian
Godin, Frederic
De Neve, Wesley
Stepien, Grzegorz
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Content-based retrieval in videos from laparoscopic surgery
In: Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling : 28 February-1 March 2016, San Diego, California, United States / Robert J. Webster III, Ziv R. Yaniv (editors) ; sponsored by SPIE, UNSP 97861V, 2016
[DOI: 10.1117/12.2216864]

Schoeffmann, Klaus
Beecks, Christian
Lux, Mathias
Uysal, Merih Seran
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Distance-based Multimedia Indexing
In: Datenbanksysteme für Business, Technologie und Web (BTW 2015) : Workshopband; Tagung vom 02.-03. März 2015 in Hamburg / Norbert Ritter, Andreas Henrich, Wolfgang Lehner, Andreas Thor, Steffen Friedrich, Wolfram Wingerath (Hrsg.), 265-267, 2015

Beecks, Christian (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buch, Tagungsband]
MultiMedia modeling : 21st international conference, MMM 2015, Sydney, NSW, Australia, January 5 - 7, 2015 ; proceedings, part I
In: Lecture notes in computer science 8935, 2015
[DOI: 10.1007/978-3-319-14445-0]

He, Xiangjian (Editor)
Luo, Suhuai (Editor)
Tao, Dacheng (Editor)
Xu, Changsheng (Editor)
Yang, Jie (Editor)
et al.

[Buch, Tagungsband]
Similarity search and applications : 8th international conference, SISAP 2015, Glasgow, UK, October 12-14, 2015 : proceedings
In: Lecture notes in computer science 9371, 2015
[DOI: 10.1007/978-3-319-25087-8]

Amato, Giuseppe (Editor)
Connor, Richard C. H. (Editor)
Falchi, Fabrizio (Editor)
Gennaro, Claudio (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Effective Content-Based Near-Duplicate Video Detection
In: 2015 IEEE International Symposium on Multimedia (ISM 2015) : 14-16 December 2015, Miami, Florida, USA : proceedings / general co-chairs: Alberto Del Bimbo (University degli Studi di Firenze, Italy), Shu-Ching Chen (Florida International University, USA), Haohong Wang (TCL Research America, USA), Heather Yu (Huawei R&D, USA), Roger Zimmermann (National University of Singapore, Singapore), 254-257, 2015
[DOI: 10.1109/ISM.2015.60]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian (Corresponding author)
Sabinasz, Daniel (Corresponding author)
Seidl, Thomas (Corresponding author)

[Beitrag zu einem Tagungsband]
Content-Based Image Retrieval with Gaussian Mixture Models
In: MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I, 294-305, 2015
[DOI: 10.1007/978-3-319-14445-0\_26]

Beecks, Christian
Uysal, Merih Seran
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Large-scale Efficient and Effective Video Similarity Search
In: Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval, LSDS-IR 2015, Melbourne, Australia, October 23, 2015, 3-8, 2015
[DOI: 10.1145/2809948.2809950]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian (Corresponding author)
Sabinasz, Daniel (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Gradient-based Signatures for Efficient Similarity Search in Large-scale Multimedia Databases
In: Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015, 1241-1250, 2015
[DOI: 10.1145/2806416.2806459]

Beecks, Christian (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Hermanns, Judith (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Change Your History: Learning from Event Logs to Improve Processes
In: Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2015),, 7-12, 2015
[DOI: 10.1109/CSCWD.2015.7230925]

van der Aalst, Wil M. P. (Corresponding author)
Low, W. Z. (Corresponding author)
Wynn, M. T. (Corresponding author)
ter Hofstede, A. H. M. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Discovery Using Localized Events
In: Application and Theory of Petri Nets and Concurrency : 36th International Conference, PETRI NETS 2015, Brussels, Belgium, June 21-26, 2015, Proceedings / edited by Raymond Devillers, Antti Valmari, 287-308, 2015
[DOI: 10.1007/978-3-319-19488-2_15]

van der Aalst, Wil M. P. (Corresponding author)
Kalenkova, A.
Rubin, V.
Verbeek, E.

[Beitrag zu einem Tagungsband]
Viewing the Internet of Events through a Process Lens
In: BPM Everywhere,, 213-224, 2015

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Event Data from Databases to Unleash Process Mining
In: BPM - Driving Innovation in a Digital World / edited by Jan vom Brocke, Theresa Schmiedel, 105-128, 2015
[DOI: 10.1007/978-3-319-14430-6_8]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Change Point Detection and Dealing with Gradual and Multi-Order Dynamics in Process Mining
In: Perspectives in business informatics research : 14th international conference, BIR 2015, Tartu, Estonia, August 26-28, 2015 : proceedings / Raimundas Matulevičius, Marlon Dumas (eds.), 161-178, 2015
[DOI: 10.1007/978-3-319-21915-8_11]

Martjushev, J.
Jagadeesh Chandra Bose, R. P. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining in Software Systems: Discovering Real-life Business Transactions and Process Models from Distributed Systems
In: International Conference on Model Driven Engineering Languages and Systems (MODELS 2015), 44-53, 2015
[DOI: 10.1109/MODELS.2015.7338234]

Leemans, M. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Towards Process Instances Building for Spaghetti Processes
In: Italian Symposium on Advanced Database Systems (SEBD 2015), 256-263, 2015

Diamantini, C.
Genga, L.
Potena, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Learning Analytics on Coursera Event Data: A Process Mining Approach
In: Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 18-32, 2015

Mukala, P.
Buijs, J.
Leemans, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Exploiting Process Cubes, Analytic Workflows and Process Mining for Business Process Reporting: A Case Study in Education
In: Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 33-47, 2015

Bolt, A.
de Leoni, M.
van der Aalst, Wil M. P.
Gorissen, P.

[Beitrag zu einem Tagungsband]
Business Process Reporting Using Process Mining, Analytic Workflows and Process Cubes: A Case Study in Education
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2015), 28-53, 2015

Bolt, A.
de Leoni, M.
van der Aalst, Wil M. P.
Gorissen, P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enhancing Process Mining Results using Domain Knowledge
In: Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 79-94, 2015

Dixit, P.
Buijs, J.
van der Aalst, Wil M. P.
Hompes, B.
Buurman, H.

[Beitrag zu einem Tagungsband]
Using Domain Knowledge to Enhance Process Mining Results
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2015), 76-104, 2015

Dixit, P.
Buijs, J.
van der Aalst, Wil M. P.
Hompes, B.
Buurman, H.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting Changes in Processes Using Comparative Trace Clustering
In: Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 95-108, 2015

Hompes, B.
Buijs, J.
van der Aalst, Wil M. P.
Dixit, P.
Buurman, H.

[Beitrag zu einem Tagungsband]
Detecting Changes in Processes Using Comparative Trace Clustering
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2015), 54-75, 2015

Hompes, B.
Buijs, J.
van der Aalst, Wil M. P.
Dixit, P.
Buurman, H.

[Buchbeitrag, Beitrag zu einem Tagungsband]
KPI-based Activity Planning for People Working in Flexible Processes
In: Proceedings of the CAiSE Forum 2015, 97-104, 2015

van Eck, M. L.
Sidorova, N.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Big Software on the Run: In Vivo Software Analytics Based on Process Mining
In: Proceedings of the 2015 International Conference on Software and System Process (ICSSP 2015), 1-5, 2015
[DOI: 10.1145/2785592.2785593]

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Business Process Simulation Survival Guide
In: Handbook on Business Process Management 1 : Introduction, Methods, and Information Systems / edited by Jan vom Brocke, Michael Rosemann, 337-370, 2015
[DOI: 10.1007/978-3-642-45100-3_15]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
$PM^2$: A Process Mining Project Methodology
In: International Conference on Advanced Information Systems Engineering (Caise 2015), 297-313, 2015

van Eck, M. L.
Lu, X.
Leemans, S. J.J.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Scalable Process Discovery with Guarantees
In: Enterprise, Business-Process and Information Systems Modeling (BPMDS 2015), 85-101, 2015
[DOI: 10.1007/978-3-319-19237-6_6]

Leemans, S. J.J. (Corresponding author)
Fahland, D.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Multidimensional Process Mining Using Process Cubes
In: Enterprise, Business-Process and Information Systems Modeling (BPMDS 2015). - 214 series=lnbip, 102-116, 2015
[DOI: 10.1007/978-3-319-19237-6_7]

Bolt, A. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Comparative Process Mining in Education: An Approach Based on Process Cubes
In: Data-Driven Process Discovery and Analysis : Third IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2013, Riva del Garda, Italy, August 30, 2013, Revised Selected Papers / edited by Paolo Ceravolo, Rafael Accorsi, Philippe Cudre-Mauroux, 110-135, 2015
[DOI: 10.1007/978-3-662-46436-6_6]

van der Aalst, Wil M. P. (Corresponding author)
Guo, S.
Gorissen, P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A General Framework for Correlating Business Process Characteristics
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 250-266, 2015
[DOI: 10.1007/978-3-319-10172-9_16]

de Leoni, M. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Dees, M. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking Based on Partially Ordered Event Data
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 75-88, 2015
[DOI: 10.1007/978-3-319-15895-2_7]

Lu, X. (Corresponding author)
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Configuring Configurable Process Models Made Easier: An Automated Approach
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 105-117, 2015
[DOI: 10.1007/978-3-319-15895-2_10]

Schunselaar, D. (Corresponding author)
Leopold, H.
Verbeek, H. M. W.
van der Aalst, Wil M. P.
Reijers, H. A.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Decomposed Process Mining: The ILP Case
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 264-276, 2015
[DOI: 10.1007/978-3-319-15895-2_23]

Verbeek, H. M. W. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Exploring Processes and Deviations
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 304-316, 2015
[DOI: 10.1007/978-3-319-15895-2_26]

Leemans, S. (Corresponding author)
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
YAWL in the Cloud: Supporting Process Sharing and Variability
In: Business Process Management Workshops : BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers / edited by Fabiana Fournier, Jan Mendling, 367-379, 2015
[DOI: 10.1007/978-3-319-15895-2_31]

Schunselaar, D. (Corresponding author)
Verbeek, H. M. W.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
ILP-Based Process Discovery Using Hybrid Regions
In: Proceedings of the International Workshop on Algorithms and Theories for the Analysis of Event Data (ATAED 2015), 47-61, 2015

van Zelst, Sebastiaan Johannes
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
BPMNDiffViz: A Tool for BPMN Models Comparison
In: Proceedings of the BPM2015 Demo Session, 35-39, 2015

Ivanov, S.
Kalenkova, A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Assessing Process Discovery Scalability in Data Intensive Environments
In: 2015 2nd IEEE/ACM International Symposium on Big Data Computing : BDC 2015 : 7-10 December 2015, Limassol, Cyprus : proceedings / edited by Ioan Raicu, Omer Rana, Rajkumar Buyya, 99-104, 2015
[DOI: 10.1109/BDC.2015.31]

Hernandez, S. (Corresponding author)
Ezpeleta, J. (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Know What You Stream: Generating Event Streams from CPN Models in ProM 6
In: Proceedings of the BPM2015 Demo Session, 85-89, 2015

van Zelst, Sebastiaan Johannes
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Avoiding Over-Fitting in ILP-Based Process Discovery
In: Business Process Management : 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 -- September 3, 2015, Proceedings / edited by Hamid Reza Motahari-Nezhad, Jan Recker, Matthias Weidlich, 163-171, 2015
[DOI: 10.1007/978-3-319-23063-4_10]

van Zelst, Sebastiaan Johannes (Corresponding author)
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Structural Model Comparison for Finding the Best Performing Model in a Collection
In: Business Process Management : 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 -- September 3, 2015, Proceedings / edited by Hamid Reza Motahari-Nezhad, Jan Recker, Matthias Weidlich, 180-188, 2015
[DOI: 10.1007/978-3-319-23063-4_12]

Schunselaar, D. M. M. (Corresponding author)
Verbeek, H. M. W.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining on Databases: Unearthing Historical Data from Redo Logs
In: Business Process Management : 13th International Conference, BPM 2015, Innsbruck, Austria, August 31 -- September 3, 2015, Proceedings / edited by Hamid Reza Motahari-Nezhad, Jan Recker, Matthias Weidlich, 367-385, 2015
[DOI: 10.1007/978-3-319-23063-4_25]

Gonz'alez L'opez de Murillas, E. (Corresponding author)
van der Aalst, Wil M. P.
Reijers, H. A.

[Beitrag zu einem Tagungsband]
A Framework For Next Generation E-Health Systems and Services
In: Proceedings of the Twenty-first Americas Conference on Information Systems (AMCIS 2015), 1-11, 2015

Berthold, H.
Cardoso, J.
Cunha, P.
Mans, R.
Quaglini, S.
et al.

[Fachzeitschriftenartikel]
Process Mining: Data analytics voor de accountant die wil weten hoe het nu echt zit
In: Maandblad voor Accountancy en Bedrijfseconomie, 89 (10), 359-365, 2015

van der Aalst, Wil M. P.
Koopman, A.

[Fachzeitschriftenartikel]
Compliance Monitoring in Business Processes: Functionalities, Application, and Tool Support
In: Information systems : IS, 54, 209-234, 2015
[DOI: 10.1016/j.is.2015.02.007]

Ly, L. T.
Maggi, F. M.
Montali, M.
Rinderle-Ma, S. (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Business Process Management as the ``Killer App'' for Petri Nets
In: Software and systems modeling, 14 (2), 685-691, 2015
[DOI: 10.1007/s10270-014-0424-2]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Processes Meet Big Data: Connecting Data Science with Process Science
In: IEEE transactions on services computing, 8 (6), 810-819, 2015
[DOI: 10.1109/TSC.2015.2493732]

van der Aalst, Wil M. P. (Corresponding author)
Damiani, E. (Corresponding author)

[Fachzeitschriftenartikel]
Business Process Intelligence: Connecting Data and Processes
In: ACM Transactions on Management Information Systems, 5 (4), 18e:1-18e:7, 2015
[DOI: 10.1145/2685352]

van der Aalst, Wil M. P. (Corresponding author)
Zhao, J. L. (Corresponding author)
Wang, H. J. (Corresponding author)

[Fachzeitschriftenartikel]
Declarative Process Mining in Healthcare
In: Expert systems with applications, 42 (23), 9236-9251, 2015
[DOI: 10.1016/j.eswa.2015.07.040]

Rovani, M.
Maggi, F. M. (Corresponding author)
de Leoni, M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Model Repair: Aligning Process Models to Reality
In: Information systems : IS, 47, 220-243, 2015
[DOI: 10.1016/j.is.2013.12.007]

Fahland, D. (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
An Alignment-Based Framework to Check the Conformance of Declarative Process Models and to Preprocess Event-Log Data
In: Information systems : IS, 47, 258-277, 2015
[DOI: 10.1016/j.is.2013.12.005]

de Leoni, M. (Corresponding author)
Maggi, F. M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
A Recommendation System for Predicting Risks Across Multiple Business Process Instances
In: Decision support systems : DSS, 69, 1-19, 2015
[DOI: 10.1016/j.dss.2014.10.006]

Conforti, R. (Corresponding author)
de Leoni, M.
La Rosa, M.
van der Aalst, Wil M. P.
ter Hofstede, A. H. M.

[Fachzeitschriftenartikel]
Event Interval Analysis: Why Do Processes Take Time?
In: Decision support systems : DSS, 79, 77-98, 2015

Suriadi, S.
Ouyang, C.
van der Aalst, Wil M. P.
ter Hofstede, A. H. M.

[Buch]
Proceedings of the International Workshop on Algorithms and Theories for the Analysis of Event Data (ATAED 2015)
In: CEUR Workshop Proceedings 1371, 2015

van der Aalst, Wil M. P.
Bergenthum, R.
Carmona, J.

[Buch]
Workflow Patterns: The Definitive Guide, 2015

Russell, N.
van der Aalst, Wil M. P.
Hofstede, A. ter

[Buch]
Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes
In: Springer Briefs in Business Process Management, 2015

Mans, R.
van der Aalst, Wil M. P.
Vanwersch, R.

[Bericht]
Discovering Real-Life Business Transactions and Process Models from Distributed Systems, 2015

Leemans, M.
van der Aalst, Wil M. P.

[Bericht]
Change Visualisations: Analysing the Resource and Timing Differences betweenTwo Event Logs, 2015

Low, W. Z.
Wynn, M. T.
ter Hofstede, A. H. M.
De Weerdt, J.
van der Aalst, Wil M. P.

[Bericht]
3TU.BSR: Big Software on the Run, 2015

van der Aalst, Wil M. P.
van Wijk, J.
van Deursen, A.
Lagendijk, I.
van de Pol, J.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion
In: Similarity search and applications : 8th international conference, SISAP 2015, Glasgow, UK, October 12-14, 2015 : proceedings / Giuseppe Amato ... (eds.), 307-313, 2015
[DOI: 10.1007/978-3-319-25087-8_29]

Hund, Michael (Corresponding author)
Behrisch, Michael
Färber, Ines
Sedlmair, Michael
Schreck, Tobias
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
FELICITY: A Flexible Video Similarity Search Framework Using the Earth Mover’s Distance
In: Similarity search and applications : 8th international conference, SISAP 2015, Glasgow, UK, October 12-14, 2015 : proceedings / Giuseppe Amato ... (eds.), 347-350, 2015
[DOI: 10.1007/978-3-319-25087-8_34]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian
Sabinasz, Daniel
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
On efficient content-based near-duplicate video detection
In: 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015) : Prague, Czech Republic, 10-12 June 2015 / sponsors: IEEE, IEEE Circuits and Systems Society ; in cooperation [with] ACM SIGMM, Technicolor [und 1 weiteren] ; Tomáš Skopal and Jakub Lokoč, general chairs, 6 Seiten, 2015
[DOI: 10.1109/CBMI.2015.7153633]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases
In: 15th IEEE International Conference on Data Mining workshop : 14-17 November 2015, Atlantic City, New Jersey : proceedings / editors: Peng Cui, Jennifer Dy, Charu Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, and Xindong Wu ; publisher: IEEE, 1425-1432, 2015
[DOI: 10.1109/ICDMW.2015.194]

Beecks, Christian (Corresponding author)
Hassani, Marwan (Corresponding author)
Obeloer, Florian (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Internal Clustering Evaluation of Data Streams
In: Trends and applications in knowledge discovery and data mining : PAKDD 2015 International Workshops:BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015 ; revised selected papers / Xiao-Li Li ... (eds.), 198-209, 2015
[DOI: 10.1007/978-3-319-25660-3_17]

Hassani, Marwan (Corresponding author)
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Endoscopic Video Retrieval : A Signature-Based Approach for Linking Endoscopic Images with Video Segments
In: 2015 IEEE International Symposium on Multimedia (ISM 2015) : 14-16 December 2015, Miami, Florida, USA : proceedings / general co-chairs: Alberto Del Bimbo (University degli Studi di Firenze, Italy), Shu-Ching Chen (Florida International University, USA), Haohong Wang (TCL Research America, USA), Heather Yu (Huawei R&D, USA), Roger Zimmermann (National University of Singapore, Singapore), 33-38, 2015
[DOI: 10.1109/ISM.2015.21]

Beecks, Christian (Corresponding author)
Schoeffmann, Klaus (Corresponding author)
Lux, Mathias (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance
In: IEEE ISM 2015 : IEEE International Symposium o nMultimedia : Miami, Florida, 14-16 December 2015, 148-153, 2015
[DOI: 10.1109/ISM.2015.86]

Beecks, Christian (Corresponding author)
Hassani, Marwan (Corresponding author)
Obeloer, Florian (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Earth Mover's Distance vs. Quadratic form Distance: An Analytical and Empirical Comparison
In: IEEE ISM 2015 : IEEE International Symposium o nMultimedia : Miami, Florida, 14-16 December 2015, 233-236, 2015
[DOI: 10.1109/ISM.2015.76]

Beecks, Christian (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Process Discovery From Event Streams Using Sequential Pattern Mining
In: 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015 : 8-10 December 2015, Cape Town, South Africa / IEEE, IEEE Computational Intelligence Society, IEEE Big Data ; honorary chairs: Marco Dorigo (Belgium), Jacek Zurada (USA) ; general chair: Andries Engelbrecht (South Africa), 1366-1373, 2015
[DOI: 10.1109/SSCI.2015.195]

Hassani, Marwan (Corresponding author)
Siccha, Sergio (Corresponding author)
Richter, Florian (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Gradient-based signatures for big multimedia data
In: 2015 IEEE International Conference on Big Data : Oct 29-Nov 01, 2015, Santa Clara, CA, USA : proceedings / edited by Howard Ho [und 12 andere] ; sponsored by IEEE, IEEE Computer Society [und 7 andere], 2834-2835, 2015
[DOI: 10.1109/BigData.2015.7364093]

Beecks, Christian (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient similarity search in scientific databases with feature signatures
In: Proceedings of SSDBM 2015 : proceedings of the 27th International Conference on Scientific and Statistical Database Management : June 29 - July 1, 2015, San Diego, USA, Article No.: 30, 12 Seiten, 2015
[DOI: 10.1145/2791347.2791384]

Uysal, Merih Seran (Corresponding author)
Beecks, Christian (Corresponding author)
Schmücking, Jochen (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving Semantic Relatedness in Paths for Storytelling with Linked Data on the Web
In: The semantic web: ESWC 2015 satellite events : ESWC 2015 satellite events Portorož, Slovenia, May 31 - June 4, 2015 : revised selected papers / Fabien Gandon, Christophe Guéret, Serena Villata, John Breslin, Catherine Faaron-Zucker, Antoine Zimmermann (eds.), 31-35, 2015
[DOI: 10.1007/978-3-319-25639-9_6]

De Vocht, Laurens (Corresponding author)
Beecks, Christian
Verborgh, Ruben
Seidl, Thomas
Mannens, Erik
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
UrbanHubble : Location Prediction and Geo-Social Analytics in LBSN
In: Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2015, Porto, Portugal, September 7 - 11, 2015 ; proceedings, part III / Albert Bifet; Michael May; Bianca Zadrozny; Ricard Gavalda; Dino Pedreschi; Francesco Bonchi; Jaime Cardoso; Myra Spiliopoulou (eds.), 329-332, 2015
[DOI: 10.1007/978-3-319-23461-8_41]

Assam, Roland (Corresponding author)
Feiden, Simon
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Spatiotemporal Similarity Search in 3D Motion Capture Gesture Streams
In: Advances in spatial and temporal databases : 14th international symposium, SSTD 2015, Hong Kong, China, August 26 - 28, 2015 ; proceedings / Christophe Claramunt; Markus Schneider; Raymond Chi-Wing Wong; Li Xiong; Woong-Kee Loh; Cyrus Shahabi; Ki-Joune Li (eds.), 355-372, 2015
[DOI: 10.1007/978-3-319-22363-6_19]

Beecks, Christian (Corresponding author)
Hassani, Marwan
Hinnell, Jennifer
Schüller, Daniel
Brenger, Bela Darius
et al.

[Buch, Doktorarbeit]
Alternative clustering in subspace projections
In: Ergebnisse aus der Informatik 6, 2015

Färber, Ines

[Buch, Doktorarbeit]
Predictive analytics and protection of massive data
In: Ergebnisse aus der Informatik, 2015

Assam, Roland

[Fachzeitschriftenartikel]
MultiClust special issue on discovering, summarizing and using multiple clusterings
In: Machine learning, 98 (1-2), 1-5, 2015
[DOI: 10.1007/s10994-014-5445-0]

Müller, Emmanuel (Corresponding author)
Assent, Ira (Corresponding author)
Günnemann, Stephan (Corresponding author)
Seidl, Thomas (Corresponding author)
Dy, Jennifer (Corresponding author)

[Buch, Doktorarbeit]
Efficient clustering of big data streams
In: Ergebnisse aus der Informatik 4, 2015

Hassani, Marwan

[Doktorarbeit]
Efficient clustering of massive data with MapReduce, 2015

Fries, Sergej

[Buch, Tagungsband]
Proceedings of the 7th Workshop on Ph.D Students
In: ACM Conferences, 2014

de Melo, Gerard (Editor)
Kacimi, Mouna (Editor)
Varde, Aparna S. (Editor)

[Buch, Tagungsband]
Proceedings of the 2014 ACM International Conference on Information and Knowledge Management, November 3 - 7, 2014, Shanghai, China / sponsored by : ACM SIGIR and ACM SIGWEB. General chairs : Jianzhong Li
In: ACM Conferences, 2014

Li, Jianzhong (Editor)
Wang, Xiaoyang Sean (Editor)
Garofalakis, Minos N. (Editor)
Soboroff, Ian (Editor)
Suel, Torsten (Editor)
et al.

[Beitrag zu einem Tagungsband]
On Efficient Query Processing with the Earth Mover's Distance
In: Proceedings of the 7th Workshop on Ph.D Students, PIKM@CIKM 2014, Shanghai, China, November 3, 2014, 25-32, 2014
[DOI: 10.1145/2663714.2668047]

Uysal, Merih Seran
Beecks, Christian
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Filter Approximation Using the Earth Mover's Distance in Very Large Multimedia Databases with Feature Signatures
In: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014, 979-988, 2014
[DOI: 10.1145/2661829.2661877]

Uysal, Merih Seran
Beecks, Christian
Schmücking, Jochen
Seidl, Thomas

[Beitrag zu einem Tagungsband]
No Knowledge Without Processes: Process Mining as a Tool to Find Out What People and Organizations Really Do
In: Proceedings of the International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2014), 11-16, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Block-structured Process Models from Incomplete Event Logs
In: Application and Theory of Petri Nets and Concurrency : 35th International Conference, PETRI NETS 2014, Tunis, Tunisia, June 23-27, 2014. Proceedings, 91-110, 2014
[DOI: 10.1007/978-3-319-07734-5_6]

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Model Discovery: A Method Based on Transition System Decomposition
In: Application and Theory of Petri Nets and Concurrency : 35th International Conference, PETRI NETS 2014, Tunis, Tunisia, June 23-27, 2014. Proceedings, 71-90, 2014
[DOI: 10.1007/978-3-319-07734-5_5]

Kalenkova, A. A.
Lomazova, I. A.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Preface
In: Handbook of Research on Architectural Trends in Service-Driven Computing, 1-2, 2014

van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Extracting Event Data from Databases to Unleash Process Mining
In: Business Process Management Roundtable 2014, 105-128, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining in the Large: A Tutorial
In: Business Intelligence : Third European Summer School, eBISS 2013, Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures / edited by Esteban Zimányi, 33-76, 2014
[DOI: 10.1007/978-3-319-05461-2_2]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering and Navigating a Collection of Process Models Using Multiple Quality Dimensions
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 3-14, 2014

Buijs, J. C. A. M.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Stochastic Petri Nets with Arbitrary Delay Distributions from Event Logs
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 15-27, 2014

Rogge-Solti, A.
van der Aalst, Wil M. P.
Weske, M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2013), 66-78, 2014

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Domain Experts to Select and Configure Precise Compliance Rules
In: Business Process Management Workshops,Workshop on Security in Business Processes (SBP 2013), 498-512, 2014

Ramezani, E.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
The FeaturePrediction Package in ProM: Correlating Business Process Characteristics
In: Business Process Management Demo Sessions (BPMD 2014), 26-30, 2014

de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering, Analyzing and Enhancing BPMN Models Using ProM
In: Business Process Management Demo Sessions (BPMD 2014), 36-40, 2014

Kalenkova, A.
de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process and Deviation Exploration with Inductive Visual Miner
In: Business Process Management Demo Sessions (BPMD 2014), 46-50, 2014

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Process Mining Workflows with RapidProM
In: Business Process Management Demo Sessions (BPMD 2014), 56-60, 2014

Mans, R.
van der Aalst, Wil M. P.
Verbeek, E.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Suitable Activity Clusters for Decomposed Process Discovery
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 16-30, 2014

Hompes, B.
Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Finding Suitable Activity Clusters for Decomposed Process Discovery
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2014), 32-57, 2014
[DOI: 10.1007/978-3-319-27243-6_2]

Hompes, B. (Corresponding author)
Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovery of Frequent Episodes in Event Logs
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 31-45, 2014

Leemans, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovery of Frequent Episodes in Event Logs
In: IFIP International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2014), 1-31, 2014
[DOI: 10.1007/978-3-319-27243-6_1]

Leemans, M. (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Using Monotonicity to Find Optimal Process Configurations Faster
In: Proceedings of the 4th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2014), 123-137, 2014

Schunselaar, D.
Verbeek, E.
Reijers, H. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Petra: A tool for Analysing a Process Family
In: Proceedings of the International Workshop on Petri Nets in Software Engineering (PNSE 2014), 269-288, 2014

Schunselaar, D.
Verbeek, E.
van der Aalst, Wil M. P.
Reijers, H.

[Beitrag zu einem Tagungsband]
Liquid Business Process Model Collections
In: Modeling and Simulation-Based Systems Engineering Handbook, 401-421, 2014

van der Aalst, Wil M. P.
La Rosa, M.
ter Hofstede, A. H. M.
Wynn, M. T.

[Beitrag zu einem Tagungsband]
Agile Development with Software Process Mining
In: Proceedings of the 2014 International Conference on Software and System Process (ICSSP 2014), 70-74, 2014

Rubin, V.
Lomazova, I. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Comparative Process Mining in Education: An Approach Based on Process Cubes
In: 12th IFAC International Workshop on Discrete Event Systems (WODES 2014), PL1.1-PL1.9, 2014

van der Aalst, Wil M. P.
Guo, S.
Gorissen, P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Extensible Framework for Analysing Resource Behaviour Using Event Logs
In: Advanced Information Systems Engineering : 26th International Conference, CAiSE 2014, Thessaloniki, Greece, June 16-20, 2014. Proceedings / edited by Matthias Jarke, John Mylopoulos, Christoph Quix, Colette Rolland, Yannis Manolopoulos, Haralambos Mouratidis, Jennifer Horkoff, 564-579, 2014
[DOI: 10.1007/978-3-319-07881-6_38]

Pika, A.
Wynn, M. T.
Fidge, C. J.
ter Hofstede, A. H. M.
Leyer, M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data Scientist: The Engineer of the Future
In: Proceedings of the I-ESA Conference, 13-28, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Compliance Checking of Data-Aware and Resource-Aware Compliance Requirements
In: On the Move to Meaningful Internet Systems: OTM 2014 Conferences : Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings / edited by Robert Meersman, Hervé Panetto, Tharam Dillon, Michele Missikoff, Lin Liu, Oscar Pastor, Alfredo Cuzzocrea, Timos Sellis, 237-257, 2014
[DOI: 10.1007/978-3-662-45563-0_14]

Taghiabadi, E. Ramezani
Gromov, Vladimir
Fahland, Dirk
van der Aalst, Wil M. P.

[Abstract, Beitrag zu einem Tagungsband]
Process Mining as the Superglue Between Data Science and Enterprise Computing
In: IEEE International Enterprise Distributed Object Computing Conference (EDOC 2014), 1-1, 2014
[DOI: 10.1109/EDOC.2014.11]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking in Healthcare Based on Partially Ordered Event Data
In: IEEE Emerging Technology and Factory Automation (ETFA 2014), 1-8, 2014
[DOI: 10.1109/ETFA.2014.7005060]

Lu, X.
Mans, R. S.
Fahland, D.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Perturbing Event logs to Identify Cost Reduction Opportunities: A Genetic Algorithm-Based Approach
In: IEEE Congress on Evolutionary Computation (CEC 2014),, 2428-2435, 2014
[DOI: 10.1109/CEC.2014.6900465]

Low, W. Z. (Corresponding author)
De Weerdt, J. (Corresponding author)
Wynn, M. T. (Corresponding author)
ter Hofstede, A. H. M. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Control-Flow Discovery from Event Streams
In: IEEE Congress on Evolutionary Computation (CEC 2014),, 2420-2427, 2014
[DOI: 10.1109/CEC.2014.6900341]

Burattin, A. (Corresponding author)
Sperduti, A. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Process Mining Can Be Applied to Software Too!
In: Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM '14), 57:1-57:8, 2014

Rubin, V.
Mitsyuk, A.
Lomazova, I.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Leren van Positieve Afwijkingen
In: Het Beste Idee van 2014, 85-88, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity
In: International journal of cooperative information systems, 23 (1), 1-39, 2014
[DOI: 10.1142/S0218843014400012]

Buijs, J. C. A. M.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Process Discovery and Conformance Checking Using Passages
In: Fundamenta informaticae, 131 (1), 103-138, 2014
[DOI: 10.3233/FI-2014-1006]

van der Aalst, Wil M. P.
Verbeek, H. M. W. (Corresponding author)

[Fachzeitschriftenartikel]
Brandstof voor de toekomst
In: Computable : economisch en technisch maandblad op het gebied van computers en overige automatiseringssystemen, 28-29, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
BPM Use Cases - Structuring the Business Process Management Discipline
In: Software and systems modeling, 6 (5), 309-310, 2014
[DOI: 10.1007/s12599-014-0340-6]

van der Aalst, Wil M. P. (Corresponding author)
La Rosa, M.
Santoro, F. M.

[Fachzeitschriftenartikel]
Geschäftsprozessmodellierung: Die "Killer-Applikation" für Petrinetze
In: Informatik-Spektrum: Organ der Gesellschaft für Informatik e.V., 37 (3), 191-198, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Single-Entry Single-Exit Decomposed Conformance Checking
In: Information systems : IS, 46, 102-122, 2014
[DOI: 10.1016/j.is.2014.04.003]

Munoz-Gama, J. (Corresponding author)
Carmona, J.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Dealing With Concept Drifts in Process Mining
In: IEEE Transactions on Neural Networks and Learning Systems, 25 (1), 154-171, 2014

Jagadeesh Chandra Bose, R. P.
van der Aalst, Wil M. P.
Zliobaite, I.
Pechenizkiy, M.

[Fachzeitschriftenartikel]
Datascientist: Beroep van de 21e eeuw
In: De automatisering gids, 2014 (Feb), 24-25, 2014

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
De ontbrekende schakel tussen BI en BPM
In: Informatie, 2014 (juni/juli), 10-13, 2014

van der Aalst, Wil M. P.
van Geffen, F.

[Fachzeitschriftenartikel]
Process Mining: The Objectification of Gut Instinct -- Making Business Processes More Transparent Through Data Analysis
In: Special issue of Novatica on Process Mining, 6-10, 2014

Rozinat, A.
van der Aalst, Wil M. P.

[Buch]
Special issue of Informatie on Process Mining
In: Informatie, 2014

van der Aalst, Wil M. P.
van Geffen, F.

[Buchbeitrag]
Behavioral Service Substitution
In: Web Services Foundations, 215-244, 2014

Stahl, C.
van der Aalst, Wil M. P.

[Bericht]
Extracting Event Data from Databases to Unleash Process Mining, 2014

van der Aalst, Wil M. P.

[Bericht]
Process Mining: Data science in Action, 2014

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband, Beitrag zu einem Tagungsband]
PHiDJ : Parallel similarity self-join for high-dimensional vector data with MapReduce
In: 2014 IEEE 30th International Conference on Data Engineering workshops (ICDEW) : March 31, 2014 - April 4, 2014, Chicago, IL, USA / IEEE Computer Society, 796-807, 2014

Fries, Sergej
Boden, Brigitte
Stepien, Grzegorz
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System
In: Trends and applications in knowledge discovery and data mining : PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA, Tainan, Taiwan, May 13 - 16, 2014 ; revised selected papers / Wen-Chih Peng ... (eds.), 441-453, 2014
[DOI: 10.1007/978-3-319-13186-3_40]

Hassani, Marwan (Corresponding author)
Tarakji, Ayman
Georgiev, Lyubomir
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Adaptive Multiple-Resolution Stream Clustering
In: Machine learning and data mining in pattern recognition : 10th international conference, MLDM 2014, St. Petersburg, Russia, July 21 - 24, 2014 ; proceedings / Petra Perner (ed.), 134-148, 2014

Hassani, Marwan
Spaus, Pascal
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering
In: Database systems for advanced applications : 19th international conference, DASFAA 2014, international workshops: BDMA, DaMEN, SIM3, UnCrowd ; Bali, Indonesia, April 21-24, 2014 ; revised selected papers / Wook-Shin Han ... (eds.), 146-160, 2014
[DOI: 10.1007/978-3-662-43984-5_11]

Hassani, Marwan (Corresponding author)
Seidl, Thomas

[Doktorarbeit]
Combined clustering of graph and attribute data
In: Edition Wissenschaft Apprimus, 2014

Boden, Brigitte

[Fachzeitschriftenartikel]
On stability of signature-based similarity measures for content-based image retrieval
In: Multimedia tools and applications, 71 (1), 349-362, 2014
[DOI: 10.1007/s11042-012-1334-3]

Beecks, Christian (Corresponding author)
Kirchhoff, Steffen
Seidl, Thomas

[Doktorarbeit]
Learning comprehensible models for analysis and predictions in scientific databases
In: Ergebnisse aus der Informatik 2, 2014

Zimmer, Anca M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Data-Aware Process Mining: Discovering Decisions in Processes Using Alignments
In: Applied computing 2013 : the 28th Annual ACM Symposium on Applied Computing ; proceedings of the 2013 ACM Symposium on Applied Computing ; Coimbra, Portugal, March 18 - 22, 2013, 1454-1461, 2013
[DOI: 10.1145/2480362.2480633]

De Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Hierarchical Conformance Checking of Process Models Based on Event Logs
In: Application and theory of Petri nets and concurrency : 34th international conference, PETRI NETS 2013, Milan, Italy, June 24 - 28, 2013 ; proceedings / José-Manuel Colom; Jörg Desel (ed.), 291-310, 2013
[DOI: 10.1007/978-3-642-38697-8_16]

Munoz-Gama, J. (Corresponding author)
Carmona, J. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Block-structured Process Models from Event Logs: A Constructive Approach
In: Application and theory of Petri nets and concurrency : 34th international conference, PETRI NETS 2013, Milan, Italy, June 24 - 28, 2013 ; proceedings / José-Manuel Colom; Jörg Desel (ed.), 311-329, 2013
[DOI: 10.1007/978-3-642-38697-8_17]

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Cost-Aware Business Process Management: A Research Agenda
In: Proceedings of the 24th Australasian Conference on Information Systems (ACIS'2013), 1-10, 2013

Wynn, Moe
De Weerdt, Jochen
ter Hofstede, A.
van der Aalst, Wil M. P.
Reijers, H.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Beautiful Workflows: A Matter of Taste?
In: Beauty of Functional Code : Essays Dedicated to Rinus Plasmeijer on the Occasion of His 61st Birthday, 211-233, 2013
[DOI: 10.1007/978-3-642-40355-2_15]

van der Aalst, Wil M. P. (Corresponding author)
Westergaard, M. (Corresponding author)
Reijers, H. A. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking of Services Using the Best Matching Private View
In: Web services and formal methods : 9th international workshop, WS-FM 2012, Tallinn, Estonia, September 6 - 7, 2012 ; revised selected papers / Maurice H. ter Beek; Niels Lohmann (eds.), 49-68, 2013
[DOI: 10.1007/978-3-642-38230-7_4]

Müller, R. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Stahl, C. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Repairing Event Logs Using Timed Process Models
In: On the Move to Meaningful Internet Systems: OTM 2013 Workshops : Confederated International Workshops: OTM Academy, OTM Industry Case Studies Program, ACM, EI2N, ISDE, META4eS, ORM, SeDeS, SINCOM, SMS, and SOMOCO 2013, Graz, Austria, September 9 - 13, 2013, Proceedings / edited by Yan Tang Demey, Hervé Panetto, 705-708, 2013
[DOI: 10.1007/978-3-642-41033-8_89]

Rogge-Solti, A. (Corresponding author)
Mans, R. S. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Weske, M. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Semantic-Based Conformance Checking of Computer Interpretable Medical Guidelines
In: Biomedical Engineering Systems and Technologies, 285-300, 2013

Grando, M. A.
Schonenberg, M. H.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Alignment Based Precision Checking
In: Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers / edited by Marcello Rosa, Pnina Soffer, 137-149, 2013
[DOI: 10.1007/978-3-642-36285-9_15]

Adriansyah, A.
Munoz-Gama, J.
Carmona, J.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Cubes: Slicing, Dicing, Rolling Up and Drilling Down Event Data for Process Mining
In: Asia Pacific Business Process Management : First Asia Pacific Conference, AP-BPM 2013, Beijing, China, August 29-30, 2013. Selected Papers / edited by Minseok Song, Moe Thandar Wynn, Jianxun Liu, 1-22, 2013
[DOI: 10.1007/978-3-319-02922-1_1]

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving Documentation by Repairing Event Logs
In: The Practice of Enterprise Modeling : 6th IFIP WG 8.1 Working Conference, PoEM 2013, Riga, Latvia, November 6-7, 2013, Proceedings / edited by Janis Grabis, Marite Kirikova, Jelena Zdravkovic, Janis Stirna, 129-144, 2013
[DOI: 10.1007/978-3-642-41641-5_10]

Rogge-Solti, A.
Mans, R. S.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Root Cause Analysis with Enriched Process Logs
In: Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers / edited by Marcello Rosa, Pnina Soffer, 174-186, 2013
[DOI: 10.1007/978-3-642-36285-9_18]

Suriadi, S.
van der Aalst, Wil M. P.
Ouyang, C.
ter Hofstede, A. H. M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Experimental Evaluation of Passage-Based Process Discovery
In: Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers / edited by Marcello Rosa, Pnina Soffer, 205-210, 2013
[DOI: 10.1007/978-3-642-36285-9_21]

Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Predicting Deadline Transgressions Using Event Logs
In: Business Process Management Workshops : BPM 2012 International Workshops, Tallinn, Estonia, September 3, 2012. Revised Papers / edited by Marcello Rosa, Pnina Soffer, 211-216, 2013
[DOI: 10.1007/978-3-642-36285-9_22]

Pika, A.
van der Aalst, Wil M. P.
Fidge, C. J.
ter Hofstede, A. H. M.
Wynn, M. T.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining Applied to the BPI Challenge 2012: Divide and Conquer While Discerning Resources
In: Business Process Management Workshops,International Workshop on Business Process Intelligence (BPI 2012), 221-222, 2013

Jagadeesh Chandra Bose, R. P.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining in Healthcare: Data Challenges when Answering Frequently Posed Questions
In: Process support and knowledge representation in health care : BPM 2012 joint workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012 ; revised selected papers / Richard Lenz ... (eds.), 140-153, 2013
[DOI: 10.1007/978-3-642-36438-9_10]

Mans, Ronny S. (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Vanwersch, Rob J. B. (Corresponding author)
Moleman, Arnold J. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting the Workflow Management System Development Process with YAWL
In: Proceedings of the First YAWL Symposium (YAWL 2013), 33-40, 2013

Mans, R.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
YAWL in the Cloud
In: Proceedings of the First YAWL Symposium (YAWL 2013), 41-48, 2013

Schunselaar, D.
van der Avoort, T.
Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Decomposing Replay Problems: A Case Study
In: Proceedings of the International Workshop on Petri Nets in Software Engineering (PNSE 2013), 219-235, 2013

Verbeek, E.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Declarative Models Using Time Intervals
In: Proceedings of the International Workshop on Modeling and Business Environments (ModBE 2013), 313-331, 2013

van der Werf, J. M.
Mans, R.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mediating Between Modeled and Observed Behavior: The Quest for the ``Right'' Process
In: IEEE International Conference on Research Challenges in Information Science (RCIS 2013), 31-43, 2013
[DOI: 10.1109/RCIS.2013.6577675]

van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Models from Scenarios
In: Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII). - 7480, 314-371, 2013

Lorenz, R.
Desel, J.
Juhas, G.

[Beitrag zu einem Tagungsband]
Strategies for Modeling Complex Processes using Colored Petri Nets
In: Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII). - 7480, 6-55, 2013

van der Aalst, Wil M. P.
Stahl, C.
Westergaard, W.

[Beitrag zu einem Tagungsband]
Discovering Petri Nets From Event Logs
In: Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII). - 7480, 372-422, 2013

van der Aalst, Wil M. P.
van Dongen, B. F.

[Beitrag zu einem Tagungsband]
Structure Theory of Petri Nets
In: Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII). - 7480, 162-224, 2013

Best, E.
Wimmel, H.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Knowledge-Based Integrated Approach for Discovering and Repairing Declare Maps
In: International Conference on Advanced Information Systems Engineering (Caise 2013), 433-448, 2013

Maggi, F. M.
Jagadeesh Chandra Bose, R. P.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Supporting Risk-Informed Decisions during Business Process Execution
In: International Conference on Advanced Information Systems Engineering (Caise 2013), 116-132, 2013

Conforti, R.
de Leoni, M.
La Rosa, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Software Framework for Risk-Aware Business Process Management
In: Proceedings of the CAiSE 2013 Forum at the 25th International Conference on Advanced Information Systems Engineering, 130-137, 2013

Conforti, R.
Hofstede, M. La Rosa A. H. M. ter
Fortino, G.
de Leoni, M.
van der Aalst, Wil M. P.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Diagnostic Information for Compliance Checking of Temporal Compliance Requirements
In: International Conference on Advanced Information Systems Engineering (Caise 2013), 304-320, 2013

Taghiabadi, E. Ramezani
Fahland, D.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Profiling Event Logs to Configure Risk Indicators for Process Delays
In: International Conference on Advanced Information Systems Engineering (Caise 2013), 465-481, 2013

Pika, A.
van der Aalst, Wil M. P.
Fidge, C. J.
ter Hofstede, A. H. M.
Wynn, M. T.

[Beitrag zu einem Tagungsband]
The P2P Approach to Interorganizational Workflows
In: Seminal Contributions to Information Systems Engineering: 25 Years of CAiSE, 289-305, 2013

van der Aalst, Wil M. P.
Weske, M.

[Beitrag zu einem Tagungsband]
Reflections on a Decade of Interorganizational Workflow Research
In: Seminal Contributions to Information Systems Engineering: 25 Years of CAiSE, 307-313, 2013

van der Aalst, Wil M. P.
Weske, M.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving Business Process Models Using Observed Behavior
In: Data-Driven Process Discovery and Analysis : Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2012, Campione d’Italia, Italy, June 18-20, 2012, Revised Selected Papers / edited by Philippe Cudre-Mauroux, Paolo Ceravolo, Dragan Gašević, 44-59, 2013
[DOI: 10.1007/978-3-642-40919-6_3]

Buijs, J.
Rosa, M. La
Reijers, H. A.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Challenges in Service Mining: Record, Check, Discover
In: Web Engineering : 13th International Conference, ICWE 2013, Aalborg, Denmark, July 8-12, 2013. Proceedings, 1-4, 2013
[DOI: 10.1007/978-3-642-39200-9_1]

van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking in the Large: Partitioning and Topology
In: Business process management : 11th international conference, BPM 2013, Beijing, China, August 26-30, 2013 ; proceedings / Florian Daniel ... (eds.), 130-145, 2013

Munoz-Gama, J.
Carmona, J.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Aligning Event Logs and Process Models for Multi-Perspective Conformance Checking: An Approach Based on Integer Linear Programming
In: Business process management : 11th international conference, BPM 2013, Beijing, China, August 26-30, 2013 ; proceedings / Florian Daniel ... (eds.), 113-129, 2013

de Leoni, M.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Configurable Process Models from Collections of Event Logs
In: Business process management : 11th international conference, BPM 2013, Beijing, China, August 26-30, 2013 ; proceedings / Florian Daniel ... (eds.), 33-48, 2013

Buijs, J.
van Dongen, B.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enhancing Declare Maps Based on Event Correlations
In: Business process management : 11th international conference, BPM 2013, Beijing, China, August 26-30, 2013 ; proceedings / Florian Daniel ... (eds.), 97-112, 2013

Jagadeesh Chandra, R. P.
Maggi, F. M.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
A Framework for the Systematic Comparison and Evaluation of Compliance Monitoring Approaches
In: IEEE International Enterprise Distributed Object Computing Conference (EDOC 2013), 7-16, 2013

Ly, L. T.
Maggi, F. M.
Montali, M.
Rinderle-Ma, S.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
A General Divide and Conquer Approach for Process Mining
In: Federated Conference on Computer Science and Information Systems (FedCSIS 2013), 1-10, 2013

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Signature Patterns from Event Logs
In: IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2013), 111-118, 2013

Jagadeesh Chandra Bose, R. P.
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband]
Wanna Improve Process Mining Results? It's High Time We Consider Data Quality Issues Seriously
In: IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2013), 127-134, 2013

Jagadeesh Chandra Bose, R. P.
Mans, R.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cost-Informed Operational Process Support
In: Conceptual Modeling - ER 2013 : 32th International Conference, ER 2013, Hong-Kong, China, November 11-13, 2013, Proceedings, 174-181, 2013
[DOI: 10.1007/978-3-642-41924-9_16]

Wynn, M. T. (Corresponding author)
Reijers, H. A. (Corresponding author)
Adams, M. (Corresponding author)
Ouyang, C. (Corresponding author)
ter Hofstede, A. H. M. (Corresponding author)
et al.

[Beitrag zu einem Tagungsband]
Olifantenpaden in Data
In: Het Beste Idee van 2013, 20-22, 2013

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Business Process Management: A Comprehensive Survey
In: ISRN Software Engineering, 1-37, 2013

van der Aalst, Wil M. P.

[Preprint]
Passages in Graphs, 2013

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Service Mining: Using Process Mining to Discover, Check, and Improve Service Behavior
In: IEEE transactions on services computing, 6 (4), 525-535, 2013
[DOI: 10.1109/TSC.2012.25]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Simplifying Discovered Process Models in a Controlled Manner
In: Information systems : IS, 38 (4), 585-605, 2013
[DOI: 10.1016/j.is.2012.07.004]

Fahland, D. (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Challenges in Business Process Mining (Commentary)
In: Journal of Data Analysis, 8 (2), 31-42, 2013

van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Decomposing Petri Nets for Process Mining: A Generic Approach
In: Distributed and parallel databases, 31 (4), 471-507, 2013
[DOI: 10.1007/s10619-013-7127-5]

van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Supervisory Control Service for Supporting Flexible Processes
In: Industrial management & data systems, 113 (7), 1007-1024, 2013
[DOI: 10.1108/IMDS-10-2012-0361]

Santos, E. Alves Portela (Corresponding author)
Francisco, R.
Pesic, M.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Monitoring Business Constraints with the Event Calculus
In: ACM Transactions on Intelligent Systems and Technology, 5 (1), 17:1-17:30, 2013
[DOI: 10.1145/2542182.2542199]

Montali, M.
Maggi, F. M.
Chesani, F.
Mello, P.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Process Mining Is Ontbrekende Schakel : Het doel is data omzetten in betere processen en systemen
In: De automatisering gids, 2013 (July), 26-27, 2013

van der Aalst, Wil M. P.

[Buch]
Special Issue of Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VIII)
In: Lecture notes in computer science 8100, 2013

Koutny, M.
van der Aalst, Wil M. P.
Yakovlev, A.

[Buch]
Special Issue of Transactions on Petri Nets and Other Models of Concurrency (ToPNoC VII)
In: Lecture notes in computer science 7480, 2013

Jensen, K.
van der Aalst, Wil M. P.
Balbo, G.
Koutny, M.
Wolf, K.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Desire Lines in Big Data: Using Event Data for Process Discovery and Conformance Checking
In: Promoting Business Process Management Excellence in Russia (PropelleR 2012, German-Russian Innovation Forum, Moscow, Russia, April 24-26, 2012) / Editors: J. Becker, M. Matzner, 23-30, 2013

Van der Aalst, Wil M. P.

[Buch]
Conformance Checking in the Large: Partitioning and Topology, 2013

Munoz-Gama, J.
Carmona, J.
van der Aalst, Wil M. P.

[Buch]
Decomposing Replay Problems: A Case Study, 2013

Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag]
Chapter 7: Model-Driven Design-Space Exploration for Software-Intensive Embedded Systems
In: Model-Based Design of Adaptive Embedded Systems, 189-244, 2013

Basten, T.
Hendrix, M.
Trcka, N.
Somers, L.
Geilen, M.
et al.

[Bericht]
Log-Based Cost Analysis and Improvement, 2013

van der Aalst, Wil M. P.

[Bericht]
BSR: Big Software on the Run, 2013

van der Aalst, Wil M. P.
van Deursen, A.
Jacobs, B.
Lagendijk, I.
van Wijk, J.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Private Map Matching: Realistic Private Route Cognition on Road Networks
In: 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing (UIC/ATC 2013) : Sorrento Peninsula, Italy, 18 - 21 December 2013 ; [in conjunction with the 2013 International Symposium on Ubiquitous Intelligence and Autonomic Systems (UIAS 2013) and the 2013 International Workshop on Intelligent Techniques for Ubiquitous Systems (ITUS 2013)] / [general chairs Beniamino Di Martino ...], 178-185, 2013
[DOI: 10.1109/UIC-ATC.2013.93]

Assam, Roland (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Model for Context-Aware Location Identity Preservation using Differential Privacy
In: 2013 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2013) : Melbourne, Victoria, Australia, 16 - 18 July 2013 ; [proceedings ; in conjunction with the 11th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-13) and the 12th IEEE International Conference on Ubiquitous Computing and Communications (IUCC-2013) ; with associated workshops/symposia] / [sponsored by IEEE; IEEE Computer Society; IEEE Technical Committee on Scalable Computing (TCSC) ...], 346-353, 2013
[DOI: 10.1109/TrustCom.2013.45]

Assam, Roland (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Spectral Subspace Clustering for Graphs with Feature Vectors
In: 2013 IEEE 13th International Conference on Data Mining (ICDM 2013) : Dallas, Texas, USA, 7 - 10 December 2013 ; [proceedings] / [sponsors: IEEE; IEEE Computer Society ... Ed.: Hui Xiong ...], 231-240, 2013
[DOI: 10.1109/ICDM.2013.110]

Günnemann, Stephan (Corresponding author)
Färber, Ines (Corresponding author)
Raubach, Sebastian (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
BodyGuards: A Clairvoyant Location Predictor using Frequent Neighbors and Markov Model
In: 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing (UIC/ATC 2013) : Sorrento Peninsula, Italy, 18 - 21 December 2013 ; [in conjunction with the 2013 International Symposium on Ubiquitous Intelligence and Autonomic Systems (UIAS 2013) and the 2013 International Workshop on Intelligent Techniques for Ubiquitous Systems (ITUS 2013)] / [general chairs Beniamino Di Martino ...], 25-32, 2013
[DOI: 10.1109/UIC-ATC.2013.18]

Assam, Roland (Corresponding author)
Seidl, Thomas (Corresponding author)

[Konferenzbeitrag]
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of Data
In: 30. International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA,, 2013

Müller, Emmanuel Alexander
Günnemann, Stephan
Färber, Ines
Seidl, Thomas

[Buchbeitrag, Fachzeitschriftenartikel]
Datenmanagement und -exploration an der RWTH Aachen
In: Datenbank-Spektrum, 13 (1), 55-58, 2013
[DOI: 10.1007/s13222-013-0113-2]

Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
HealthNet : a System for Mobile and Wearable Health Information Management
In: Information management for mobile applications : IMMoA 2013 ; proceedings of the 3rd International Workshop on Information Management for Mobile Applications in conjunction with VLDB 2013, Riva del Garda, Italy, August 26, 2013 / ed. by Thierry Delot ..., 36-43, 2013
[DOI: 10.1.1.402.5178]

Quix, Christoph
Barnickel, Johannes
Geisler, Sandra
Hassani, Marwan
Kim, Saim
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Subspace MOA : Subspace Stream Clustering Evaluation Using the MOA Framework
In: Database systems for advanced applications : 18th international conference, DASFAA 2013, Wuhan, China, April 22 - 25, 2013; proceedings / Weiyi Meng ... (eds.). - Pt. 2:, 446-449, 2013
[DOI: 10.1007/978-3-642-37450-0_33]

Hassani, Marwan (Corresponding author)
Kim, Yunsu (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Effective Evaluation Measures for Subspace Clustering of Data Streams
In: Trends and applications in knowledge discovery and data mining : PAKDD 2013 Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Golden Coast, QLD, Australia, April 14-17, 2013 ; revised selected papers / Jiuyong Li ... (ed.), 342-353, 2013
[DOI: 10.1007/978-3-642-40319-4_30]

Hassani, Marwan (Corresponding author)
Kim, Yunsu (Author)
Choi, Seungjin (Author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting and Exploring Clusters in Attributed Graphs : a plugin for the gephi platform
In: CIKM'13 : proceedings of the 22nd ACM International Conference on Information and Knowledge Management & co-located workshops; Oct. 27 - Nov. 1, 2013, San Francisco, CA, USA; AKBC'13, CloudDB'13, CompSci'13; DARE'13; DOLAP'13; DTMBIO'13; DUBMOD'13; ESAIR'13; LivingLab'13; PIKM'13; PLEAD'13; UEO'13; UnstructureNLP'13; Web-KR'13, 2505-2508, 2013
[DOI: 10.1145/2505515.2508200]

Boden, Brigitte (Corresponding author)
Haag, Roman (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
RMiCS : a Robust Approach for Mining Coherent Subgraphs in Edge-Labeled Multi-Layer Graphs
In: Proceedings of the 25th International Conference on Scientific and Statistical Database Management (SSDBM 2013) : Baltimore, Md., USA, July 29-31, 2013, 23, 2013

Boden, Brigitte
Günnemann, Stephan
Hoffmann, Holger
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Efficient Mining of Combined Subspace and Subgraph Clusters in Graphs with Feature Vectors
In: Advances in knowledge discovery and data mining : 17th Pacific-Asia conference, PAKDD 2013, Gold Coast, Australia, April 14 - 17, 2013; proceedings / Jian Pei ... (eds.). - Pt. 1:, 261-275, 2013
[DOI: 10.1007/978-3-642-37453-1_22]

Günnemann, Stephan (Corresponding author)
Boden, Brigitte (Author)
Färber, Ines (Author)
Seidl, Thomas (Corresponding author)

[Fachzeitschriftenartikel]
GAMer : a Synthesis of Subspace Clustering and Dense Subgraph Mining
In: Knowledge and information systems, 40 (2), 243-278, 2013
[DOI: 10.1007/s10115-013-0640-z]

Günnemann, Stephan (Corresponding author)
Färber, Ines
Boden, Brigitte
Seidl, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
MR-DSJ : Distance-Based Self-Join for Large-Scale Vector Data Analysis with MapReduce
In: BTW 2013 : Datenbanksysteme für Business, Technologie und Web (BTW) 2013 : Tagung vom 11. - 15. März 2013 in Magdeburg / Volker Markl; Gunter Saake; Kai-Uwe Sattler; Gregor Hackenbroich; Bernhard Mitschang; Theo Härder; Veit Köppen (Hrsg.), 37-56, 2013

Seidl, Thomas
Fries, Sergej
Boden, Brigitte

[Buchbeitrag, Beitrag zu einem Tagungsband]
Adaptive Model Tree for Streaming Data
In: 2013 IEEE 13th International Conference on Data Mining (ICDM) : Dallas, Tex., 7-10 Dec. 2013. - Vol. 2, 1319-1324, 2013
[DOI: 10.1109/ICDM.2013.46]

Zimmer, Anca M. (Corresponding author)
Kurze, Michael (Corresponding author)
Seidl, Thomas (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Nesting the Earth Mover's Distance for Effective Cluster Tracing
In: Proceedings of the 25th International Conference on Scientific and Statistical Database Management (SSDBM 2013) : Baltimore, Md., USA, July 29-31, 2013, 34:1-34:4, 2013
[DOI: 10.1145/2484838.2484881]

Kremer, Hardy (Author)
Günnemann, Stephan (Corresponding author)
Wollwage, Simon (Corresponding author)
Seidl, Thomas (Author)

[Doktorarbeit]
Mining and similarity search in temporal databases
In: Ergebnisse aus der Informatik 1, 2013

Kremer, Hardy

[Buchbeitrag, Beitrag zu einem Tagungsband]
Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data
In: Computational science and its applications - ICCSA 2013 : 13th international conference, Ho Chi Minh City, Vietnam, June 24 - 27, 2013 ; proceedings / Beniamino Murgante ... (ed.), 181-196, 2013
[DOI: 10.1007/978-3-642-39640-3_13]