[Journal Article]
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

[Journal Article]
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)

[Journal Article]
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.

[Journal Article]
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

[Contribution to a book, Contribution to a conference proceedings]
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.

[Journal Article]
Entscheidungsunterstützung im Produktionsmanagement
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 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.

[Journal Article]
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.

[Contribution to a book, Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
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)

[Journal Article]
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.

[Contribution to a book, Journal Article]
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.

[Contribution to a conference proceedings]
Responsible Data Science: Using Big Data in a "People Friendly" Manner
In: Enterprise Information Systems, 3-28, 2022

van der Aalst, Wil M. P.

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

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

[Contribution to a book, Contribution to a conference proceedings]
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 Coskuner, Merih Seran
et al.

[Contribution to a book, Contribution to a conference proceedings, Journal Article]
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.

[Contribution to a book, Contribution to a conference proceedings]
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, 2021
[DOI: 10.1109/SMDS53860.2021.00011]

van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
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, 2021
[DOI: 10.1007/978-3-030-79108-7_7]

Qafari, Mahnaz Sadat
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
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)

[Contribution to a book, Contribution to a conference proceedings]
Process Prediction with Digital Twins
In: Companion Proceedings : 24th International Conference on Model Driven Engineering Languages and Systems Companion, MODELS 2021, 10-15 Oct. 2021, Virtual Event, 182-187, 2021
[DOI: 10.1109/MODELS-C53483.2021.00032]

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

[Conference Presentation]
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)

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
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 2-25, 2021 : Proceedings / Didier Buch, 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.

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a conference proceedings]
Analyzing Multi-level BOM-structured Event Data
In: [Second International Workshop on Event Data and Behavioral Analytics], 2021

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

[Contribution to a conference proceedings]
Event Log Sampling for Predictive Monitoring
In: [Machine Learning for Process Mining workshop], 2021

Fani Sani, Mohammadreza
Vazifedoostirani, Mozhgan
Park, Gyunam
Pegoraro, Marco
van Zelst, Sebastiaan Johannes
et al.

[Book, Proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
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 Coskuner, Merih Seran
van der Aalst, Wil M. P.

[Contribution to a conference proceedings]
Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities
In: [3rd International Conference on Process Mining, 2nd TPSA Workshop], 2021

Pery, Andrew
Rafiei, Majid
Simon, Michael
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
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)

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
Realizing A Digital Twin of An Organization Using Action-oriented Process Mining
In: 2021 3rd International Conference on Process Mining (ICPM), 104-111, 2021
[DOI: 10.1109/ICPM53251.2021.9576846]

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

[Contribution to a book, Contribution to a conference proceedings]
Precision and Fitness in Object-Centric Process Mining
In: 2021 3rd International Conference on Process Mining (ICPM), 128-135, 2021
[DOI: 10.1109/ICPM53251.2021.9576886]

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

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
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

[Contribution to a book, Contribution to a conference proceedings]
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.

[Contribution to a book, Contribution to a conference proceedings]
Freezing Sub-models During Incremental Process Discovery
In: Conceptual Modeling : 40th International Conference, ER 2021, Virtual Event, October 18-21, 2021, Proceedings / edited by Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann, 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.

[Contribution to a book, Contribution to a conference proceedings]
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, 271-281, 2021
[DOI: 10.1007/978-3-030-89022-3_22]

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

[Contribution to a book, Contribution to a conference proceedings]
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)

[Journal Article]
Resilient Digital Twins : Organizations Need to Prepare for the Unexpected
In: Business & information systems engineering, 5 Seiten, 2021
[DOI: 10.1007/s12599-021-00721-z]

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

[Journal Article]
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.

[Journal Article]
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)

[Journal Article]
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.

[Contribution to a book, Journal Article]
Stochastic process mining : Earth movers’ stochastic conformance
In: Information systems : IS, 102, 101724, 2021
[DOI: 10.1016/j.is.2021.101724]

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

[Journal Article]
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)

[Journal Article]
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.