[Preprint]
Detecting Surprising Situations in Event Data, 2022
[DOI: 10.48550/arXiv.2208.13515]

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

[Preprint]
Defining Cases and Variants for Object-Centric Event Data, 2022
[DOI: 10.18154/RWTH-2023-00094]

Adams, Jan Niklas (Corresponding author)
Schuster, Daniel (Corresponding author)
Schmitz, Seth (Corresponding author)
Schuh, Günther (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
Clustering Object-Centric Event Logs, 2022
[DOI: 10.18154/RWTH-2023-00093]

Farhang Ghahfarokhi, Anahita (Corresponding author)
Akoochekian, Fatemeh
Zandkarimi, Fareed
van der Aalst, Wil M. P.

[Preprint]
Predictive Object-Centric Process Monitoring, 2022

Rohrer, Timo
Ghahfarokhi, Anahita Farhang
Behery, Mohamed
Lakemeyer, Gerhard
van der Aalst, Wil M. P.

[Preprint]
Six Levels of Autonomous Process Execution Management (APEM), 2022
[DOI: 10.18154/RWTH-2023-00090]

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

[Preprint]
PM4Py-GPU : a High-Performance General-Purpose Library for Process Mining, 2022
[DOI: 10.18154/RWTH-2023-00089]

Berti, Alessandro
Nghia, Minh Phan (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
A Web-Based Tool for Comparative Process Mining, 2022

Narayana, Madhavi Bangalore Shankara (Corresponding author)
Benevento, Elisabetta
Pegoraro, Marco
Abdullah, Muhammad
Shahid, Rahim Bin
et al.

[Preprint]
How to Write Beautiful Process-and-Data-Science Papers?, 2022

van der Aalst, Wil M. P.

[Buch, Tagungsband]
Process Mining Handbook
In: Lecture notes in business information processing 448, 2022
[DOI: 10.1007/978-3-031-08848-3]

van der Aalst, Wil M. P. (Editor)
Carmona, Josep (Editor)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Enhanced Transformation of BPMN Models with Cancellation Features
In: Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 128-144, 2022
[DOI: 10.1007/978-3-031-17604-3_8]

Lomidze, Giorgi
Schuster, Daniel
Li, Chiao-Yun
van Zelst, Sebastiaan Johannes (Corresponding author)

[Fachzeitschriftenartikel]
BISE Student: From Desk Drawer to Center Stage : Highlighting the Value of Student Theses
In: Business & information systems engineering, 64 (6), 701-706, 2022
[DOI: 10.1007/s12599-022-00781-9]

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

[Buchbeitrag, Fachzeitschriftenartikel]
Mining context-aware resource profiles in the presence of multitasking
In: Artificial intelligence in medicine, 134, 102434, 2022
[DOI: 10.1016/j.artmed.2022.102434]

van Hulzen, Gerhardus A. W. M. (Corresponding author)
Li, Chiao-Yun
Martin, Niels
van Zelst, Sebastiaan Johannes
Depaire, Benoît

[Fachzeitschriftenartikel]
A natural language querying interface for process mining
In: Journal of intelligent information systems, 30 Seiten, 2022
[DOI: 10.1007/s10844-022-00759-9]

Barbieri, Luciana (Corresponding author)
Madeira, Edmundo
Stroeh, Kleber
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
In: Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 75-94, 2022
[DOI: 10.1007/978-3-031-17834-4_5]

Rafiei, Majid (Corresponding author)
Elkoumy, Gamal
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conformance Checking for Trace Fragments Using Infix and Postfix Alignments
In: Cooperative Information Systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings / edited by Mohamed Sellami, Paolo Ceravolo, Hajo A. Reijers, Walid Gaaloul, Hervé Panetto, 299-310, 2022
[DOI: 10.1007/978-3-031-17834-4_18]

Schuster, Daniel (Corresponding author)
Föcking, Niklas
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Preprint]
High-Level Event Mining: A Framework
In: 4. International Conference on Process Mining Bolzano 2022-10-23 - 2022-10-28, 2022

Bakullari, Bianka (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Fachzeitschriftenartikel]
Partial-order-based process mining: a survey and outlook
In: Knowledge and information systems, 65 (1), 1-29, 2022
[DOI: 10.1007/s10115-022-01777-3]

Leemans, Sander Jacobus Johannes (Corresponding author)
van Zelst, Sebastiaan Johannes (Corresponding author)
Lu, Xixi (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
No Time to Dice: Learning Execution Contexts from Event Logs for Resource-Oriented Process Mining
In: Business process management : 20th International Conference, BPM 2022, Münster, Germany, September 11-16, 2022, proceedings / Claudio Di Ciccio, Remco Dijkman, Adela Del-Río-Ortega, Stefanie Rinderle-Ma (eds.), 163-180, 2022
[DOI: 10.1007/978-3-031-16103-2_13]

Yang, Jing (Corresponding author)
Ouyang, Chun
ter Hofstede, Arthur H. M.
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
ocpa: A Python library for object-centric process analysis
In: Software impacts, 14, 100438, 2022
[DOI: 10.1016/j.simpa.2022.100438]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Framework for Extracting and Encoding Features from Object-Centric Event Data
In: Service-Oriented Computing : 20th International Conference, ICSOC 2022, Seville, Spain, November 29 - December 2, 2022, Proceedings / edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, Antonio Ruiz-Cortés, 36-53, 2022
[DOI: 10.1007/978-3-031-20984-0_3]

Adams, Jan Niklas (Corresponding author)
Park, Gyunam
Levich, Sergej
Schuster, Daniel
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting Context-Aware Deviations in Process Executions
In: Business Process Management Forum : BPM 2022 Forum, Münster, Germany, September 11-16, 2022, Proceedings / edited by Claudio Di Ciccio, Remco Dijkman, Adela del Río Ortega, Stefanie Rinderle-Ma, 190-206, 2022
[DOI: 10.1007/978-3-031-16171-1_12]

Park, Gyunam (Corresponding author)
Benzin, Janik-Vasily
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Probabilistic and Non-deterministic Event Data in Process Mining: Embedding Uncertainty in Process Analysis Techniques
In: Proceedings of the Doctoral Consortium Papers Presented at the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), Leuven, Belgium, June 6 - 10, 2022. / Edited by CAiSE 2022 Doctoral Consortium Chairs, Amy Van Looy, Barbara Weber, Michael Rosemann, 37-46, 2022
[DOI: 10.18154/RWTH-2022-10546]

Pegoraro, Marco (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data
In: Enterprise, business-process and information systems modeling : 23rd International Conference, BPMDS 2022 and 27th International Conference, EMMSAD 2022, held at CAiSE 2022, Leuven, Belgium, June 6-7, 2022 : proceedings / Adriano Augusto, Asif Gill, Dominik Bork, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt (eds.), 173-187, 2022
[DOI: 10.1007/978-3-031-07475-2_12]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran
Hülsmann, Tom-Hendrik
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
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, 159-176, 2022
[DOI: 10.1007/978-3-031-05760-1_10]

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

[Konferenzbeitrag]
Cache Enhanced Split-Point-Based Alignment Calculation
In: 4. International Conference on Process Mining Bozen-Bolzano 2022-11-23 - 2022-11-28, 2022

Li, Tian
van Zelst, Sebastiaan Johannes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Sound Free-Choice Workflow Nets with Non-block Structures
In: Enterprise design, operations, and computing : 26th International Conference, EDOC 2022, Bozen-Bolzano, Italy, October 3-7, 2022 : proceedings / João Paulo A. Almeida, Dimka Karastoyanova, Giancarlo Guizzardi, Marco Montali, Fabrizio Maria Maggi, Claudenir M. Fonseca (eds.), 200-216, 2022
[DOI: 10.1007/978-3-031-17604-3_12]

Huang, Tsung-Hao (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
OCπ: Object-Centric Process Insights
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 139-150, 2022
[DOI: 10.1007/978-3-031-06653-5_8]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Discovering Process Models with Long-Term Dependencies While Providing Guarantees and Handling Infrequent Behavior
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 303-324, 2022
[DOI: 10.1007/978-3-031-06653-5_16]

Mannel, Lisa Luise (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
OPerA: Object-Centric Performance Analysis
In: Conceptual Modeling : 41st International Conference, ER 2022, Hyderabad, India, October 17-20, 2022, Proceedings / edited by Jolita Ralyté, Sharma Chakravarthy, Mukesh Mohania, Manfred A. Jeusfeld, Kamalakar Karlapalem, 281-292, 2022
[DOI: 10.1007/978-3-031-17995-2_20]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
From Place Nets to Local Process Models
In: Application and theory of petri nets and concurrency : 43rd International Conference, PETRI NETS 2022, Bergen, Norway, June 19-24, 2022 : proceedings / Luca Bernardinello, Laure Petrucci (eds.), 346-368, 2022
[DOI: 10.1007/978-3-031-06653-5_18]

Peeva, Viki (Corresponding author)
Mannel, Lisa Luise
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Temporal Performance Analysis for Block-Structured Process Models in Cortado
In: Intelligent Information Systems : CAiSE Forum 2022, Leuven, Belgium, June 6-10, 2022, Proceedings / edited by Jochen De Weerdt, Artem Polyvyanyy, 110-119, 2022
[DOI: 10.1007/978-3-031-07481-3_13]

Schuster, Daniel (Corresponding author)
Schade, Lukas
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Interactive Process Improvement Using Simulation of Enriched Process Trees
In: Service-Oriented Computing - ICSOC 2021 Workshops : AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings / edited by Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong, 61-76, 2022
[DOI: 10.1007/978-3-031-14135-5_5]

Pourbafrani, Mahsa (Corresponding author)
van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Multiple-Stage Knowledge Distillation
In: Applied Sciences, 12 (19), 9453, 2022
[DOI: 10.3390/app12199453]

Xu, Chuanyun
Bai, Nanlan (Corresponding author)
Gao, Wenjian
Li, Tian
Li, Mengwei
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Retrofitting Industrial Machines with WebAssembly on the Edge
In: Web Information Systems Engineering - WISE 2022 : 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings / edited by Richard Chbeir, Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang, 241-256, 2022
[DOI: 10.1007/978-3-031-20891-1_18]

Nakakaze, Otoya (Corresponding author)
Koren, István
Brillowski, Florian Sascha
Klamma, Ralf

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

Dörenberg, Julian

[Buchbeitrag, Beitrag zu einem Tagungsband]
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
In: Research Challenges in Information Science, 735-743, 2022
[DOI: 10.1007/978-3-031-05760-1_50]

Pourbafrani, Mahsa (Corresponding author)
Rafiei, Majid
Berti, Alessandro
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
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.

[Fachzeitschriftenartikel]
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.

[Buchbeitrag]
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.

[Buchbeitrag]
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.

[Buchbeitrag]
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.

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[Buchbeitrag, Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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

[Fachzeitschriftenartikel]
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.

[Buchbeitrag, Beitrag zu einem Tagungsband]
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.

[Buchbeitrag]
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.