[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, 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.

[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)

[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.