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

Dörenberg, Julian

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

[Journal Article]
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.

[Contribution to a book]
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.

[Contribution to a book]
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.

[Contribution to a book]
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.

[Journal Article]
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.

[Journal Article]
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.

[Contribution to a book, Journal Article]
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.

[Journal Article]
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.

[Journal Article]
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.

[Journal Article]
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

[Journal Article]
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.

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

[Contribution to a book]
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.

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

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

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

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

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

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

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

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

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

[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]
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)

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

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

[Book, Proceedings]
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.

[Contribution to a book]
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.

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

[Conference Presentation, 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.