[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.
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[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.