[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
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 J. J. (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 J. (Corresponding author)
Leemans, Sander J. J.

[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 A Framework for Online Detection and Reaction to Disturbances on the Shop Floor Using Process Mining and Machine Learning
In: [The First Conference on Production Systems and Logistics, CPSL], 387-396 387-396, 2020
[DOI: 10.15488/9681]

Fischer, Markus Fischer, Markus
Pourbafrani, Mahsa Pourbafrani, Mahsa
Kemmerling, Marco Kemmerling, Marco
Stich, Volker 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]
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]
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 / edited by Chiara Di Francescomarino, Remco Dijkman, Uwe Zdun., 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.

[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, W. 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]
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
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]
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]
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 J. J. (Corresponding author)
Syring, Anja F.
van der Aalst, Wil M. P.