[Buchbeitrag, Fachzeitschriftenartikel]
Quality-Aware Resource Model Discovery
In: Applied Sciences : open access journal, 11 (12), 5730, 2021
[DOI: 10.3390/app11125730]

Cho, Minsu
Park, Gyunam
Song, Minseok (Corresponding author)
Lee, Jinyoun
Kum, Euiseok

[Fachzeitschriftenartikel]
Credit card fraud detection using asexual reproduction optimization
In: Kybernetes, 2021
[DOI: 10.1108/K-04-2021-0324]

Farhang Ghahfarokhi, Anahita
Mansouri, Taha
Sadeghi Moghaddam, Mohammad Reza (Corresponding author)
Bahrambeik, Nila
Yavari, Ramin
et al.

[Fachzeitschriftenartikel]
Welcome to Economies in IS! : On the Plethora of IT-Enabled Economies
In: Business & information systems engineering : BISE, 63 (4), 325-328, 2021
[DOI: 10.1007/s12599-021-00705-z]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Text-Aware Predictive Monitoring of Business Processes
In: 24th International Conference on Business Information Systems : 14-17 June 2021, Hannover, Germany : conference proceedings / editors: Witold Abramowicz, Sören Auer, Elżbieta Lewańska ; BIS - Business Information Systems 2021, 221-232, 2021
[DOI: 10.52825/bis.v1i.62]

Pegoraro, Marco (Corresponding author)
Uysal, Merih Seran (Corresponding author)
Georgi, David Benedikt (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
PROVED: A Tool for Graph Representation and Analysis of Uncertain Event Data
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.), 476-486, 2021
[DOI: 10.1007/978-3-030-76983-3_24]

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

[Abstract, Beitrag zu einem Tagungsband]
The future of production: The RWTH Internet of Production Delphi 2030 for the usage cycle
In: Proceedings of the 18th International Open and User Innovation Conference : Book of Abstracts : RWTH Aachen University, Aachen, Germany, June 21-22, 2021 / Edited by Frank Piller, Patrick Pollok, and Kathleen Diener, OUI 2020+1 Conference Co-Chairs ; Organized by The Institute for Technology and Innovation Management, RWTH Aachen University, The Institute for Management Cybernetics IFU e.V., an RWTH affiliated Institute, 50-50, 2021

van Dyck, Marc
Becker, Annika
Braun, Stefan
Brauner, Philipp
Brillowski, Florian Sascha
et al.

[Fachzeitschriftenartikel]
Event abstraction in process mining : literature review and taxonomy
In: Granular computing, 6 (3), 719-736, 2020
[DOI: 10.1007/s41066-020-00226-2]

van Zelst, Sebastiaan Johannes (Corresponding author)
Mannhardt, Felix
de Leoni, Massimiliano
Koschmider, Agnes

[Buchbeitrag, Beitrag zu einem Tagungsband]
Towards Reliable Business Process Simulation : A Framework to Integrate ERP Systems
In: Enterprise, Business-Process and Information Systems Modeling : 22nd International Conference, BPMDS 2021, and 26th International Conference, EMMSAD 2021, Held at CAiSE 2021, Melbourne, VIC, Australia, June 28-29, 2021, Proceedings / edited by Adriano Augusto, Asif Gill, Selmin Nurcan, Iris Reinhartz-Berger, Rainer Schmidt, Jelena Zdravkovic, 112-127, 2021
[DOI: 10.1007/978-3-030-79186-5_8]

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

[Buchbeitrag]
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement
In: Transactions on Petri Nets and Other Models of Concurrency XV / edited by Maciej Koutny, Fabrice Kordon, Lucia Pomello, 1-26, 2021
[DOI: 10.1007/978-3-662-63079-2_1]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Alignment Approximation for Process Trees
In: Process Mining Workshops : ICPM 2020 International Workshops, Padua, Italy, October 5-8, 2020, Revised Selected Papers / edited by Sander Leemans, Henrik Leopold, 247-259, 2021
[DOI: 10.1007/978-3-030-72693-5_19]

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

[Buchbeitrag, Fachzeitschriftenartikel]
The impact of biased sampling of event logs on the performance of process discovery
In: Computing : archives for informatics and numerical computation, 103 (6), 1085-1104, 2021
[DOI: 10.1007/s00607-021-00910-4]

Fani Sani, Mohammadreza (Corresponding author)
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
Expl(AI)n It to Me : Explainable AI and Information Systems Research
In: Business & information systems engineering, 63 (2), 79-82, 2021
[DOI: 10.1007/s12599-021-00683-2]

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

[Buch]
Special issue on business process intelligence
In: Computing : archives for informatics and numerical computation, 103 (1), 177 Seiten : Illustrationen, Diagramme, 2021

Burattin, Andrea (Editor)
De Weerdt, Jochen (Editor)
van Dongen, Boudewijn (Editor)
Claes, Jan (Editor)
van der Aalst, Wil M. P. (Editor)

[Buchbeitrag, Fachzeitschriftenartikel]
Special issue on business process intelligence
In: Computing : archives for informatics and numerical computation, 103 (1), 1-2, 2020
[DOI: 10.1007/s00607-020-00856-z]

Burattin, Andrea (Corresponding author)
De Weerdt, Jochen
van Dongen, Boudewijn
Claes, Jan
van der Aalst, Wil M. P.

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Automated model analysis tools and techniques presented at FASE 2019
In: International journal on software tools for technology transfer : STTT, 23 (3), 285-287, 2020
[DOI: 10.1007/s10009-020-00589-6]

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

[Preprint]
Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP), 2020

van der Aalst, Wil M. P.
Brockhoff, Tobias
Farhang Ghahfarokhi, Anahita
Pourbafrani, Mahsa
Uysal Coskuner, Merih Seran
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Multiple Viewpoint Models from Relational Databases
In: Data-Driven Process Discovery and Analysis : 8th IFIP WG 2.6 International Symposium, SIMPDA 2018, Seville, Spain, December 13-14, 2018, and 9th International Symposium, SIMPDA 2019, Bled, Slovenia, September 8, 2019, Revised Selected Papers / edited by Paolo Ceravolo, Maurice van Keulen, María Teresa Gómez-López, 24-51, 2020
[DOI: 10.1007/978-3-030-46633-6_2]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
A General Framework for Action-Oriented Process Mining
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, 206-218, 2020
[DOI: 10.1007/978-3-030-66498-5_16]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Direwolf Model Academy: An Extensible Collaborative Modeling Framework on the Web
In: Modellierung-C 2020: Modellierung 2020 : short, workshop and tools & demo papers : companion proceedings of Modellierung 2020 short, workshop and tools & demo papers, co-located with Modellierung 2020 : Vienna, Austria, February 19-21, 2020 / edited by Judith Michael (RWTH Aachen University, Software Engineering, Aachen, Germany), Dominik Bork (Universität Wien, Faculty of Computer Science, Vienna, Austria) and the editors of the included short papers, workshops and tools & demo session: Hans-Georg Fill (University of Fribourg, Switzerland), Peter Fettke (German Research Center for Artificial Intelligence (DFKI) and Saarland University, Germany), Dimitris Karagianis (Universität Wien, Austria), Julius Köpke (Alpen-Adria Universität Klagenfurt, Austria), Agnes Koschmider (Christian-Albrechts-Universität zu Kiel, Germany), Heinrich C. Mayr (Alpen-Adria Universität Klagenfurt, Austria), Jana-Rebecca Rehse (German Research Center for Artificial Intelligence, Germany), Ulrich Reimer (University of Applied Sciences, St. Gallen, Switzerland), Michael Striewe (Universität Duisburg-Essen, Germany), Marina Tropmann-Frick (Hamburg University of Applied Sciences, Germany), Meike Ullrich (Karlsruhe Institute of Technology, Germany), 213-216, 2020
[DOI: 10.18154/RWTH-2021-02776]

Koren, István (Corresponding author)
Klamma, Ralf (Corresponding author)
Jarke, Matthias (Corresponding author)

[Buchbeitrag, Fachzeitschriftenartikel]
Mit "Digitalen Schatten" Daten verdichten und darstellen : Der Exzellenzcluster "Internet der Produktion" forscht über die Produktionstechnik hinaus
In: RWTH-Themen : Berichte aus der Rheinisch-Westfälischen Technischen Hochschule Aachen, 2020 (2), 18-23, 2020
[DOI: 10.18154/RWTH-2021-02496]

Jarke, Matthias
van der Aalst, Wil M. P.
Brecher, Christian
Brockmann, Matthias
Koren, István
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
An Agricultural Data Platform iStar Model
In: iStar 2020 : Thirteenth International iStar Workshop : Proceedings of the Thirteenth International iStar Workshop co-located with 28th IEEE International Requirements Engineering Conference (RE 2020) / Edited by Renata Guizzardi, Gunter Mussbacher, Marcela Ruiz, 19-24, 2020
[DOI: 10.18154/RWTH-2021-01070]

Braun, Stefan (Corresponding author)
Koren, István (Corresponding author)
Van Dyck, Marc (Corresponding author)
Jarke, Matthias (Corresponding author)

[Fachzeitschriftenartikel]
Data-based description of process performance in end-to-end order processing
In: CIRP annals, manufacturing technology, 69 (1), 381-384, 2020
[DOI: 10.1016/j.cirp.2020.03.013]

Schuh, Günther (Corresponding author)
Gützlaff, Andreas
Schmitz, Seth
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automatic Bootstrapping of GraphQL Endpoints for RDF Triple Stores
In: ASLD 2020 - advances in semantics and linked data: joint workshop proceedings from ISWC 2020 : joint proceedings of workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 : colocated with the 19th International Semantic Web Conference (ISWC 2020) : virtual conference, November, 2020 / edited by Manolis Koubarakis, Harith Alani, Grigoris Antoniou, Kalina Bontcheva, John Breslin, Diego Collarana, Elena Demidova, Stefan Dietze, Simon Gottschalk, Guido Governatori, Aidan Hogan, Freddy Lecue, Elena Montiel Ponsoda, Axel-Cyrille Ngonga Ngomo, Sofia Pinto, Muhammad Saleem, Raphael Troncy, Eleni Tsalapati, Ricardo Usbeck, Ruben Verborgh, 119-134, 2020
[DOI: 10.18154/RWTH-CONV-242785]

Gleim, Lars Christoph (Corresponding author)
Holzheim, Tim
Koren, István
Decker, Stefan Josef

[Preprint]
Discovering Object-Centric Petri Nets, 2020

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

[Preprint]
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining, 2020

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

[Preprint]
Efficient Time and Space Representation of Uncertain Event Data, 2020

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

[Preprint]
Conformance Checking over Uncertain Event Data, 2020

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

[Preprint]
Alignment Approximation for Process Trees, 2020

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

[Preprint]
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining, 2020
[DOI: 10.18154/RWTH-2020-11541]

Rafiei, Majid
van der Aalst, Wil M. P.

[Preprint]
JXES : JSON Support for the XES Event Log Standard, 2020
[DOI: 10.18154/RWTH-2020-11539]

Narayana, Madhavi Bangalore Shankara (Corresponding author)
Khalifa, Hossameldin (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Preprint]
An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine : Data Extraction and Challenges, 2020
[DOI: 10.18154/RWTH-2020-11538]

Berti, Alessandro (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)
Zang, David (Corresponding author)
Lang, Magdalena (Corresponding author)

[Preprint]
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement, 2020
[DOI: 10.18154/RWTH-2020-11537]

Berti, Alessandro
van der Aalst, Wil M. P.

[Preprint]
Efficient Construction of Behavior Graphs for Uncertain Event Data, 2020

Pegoraro, Marco
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Preprint]
Efficient Logging for Blockchain Applications, 2020

Klinkmüller, Christopher
Weber, Ingo
Ponomarev, Alexander
Tran, An Binh
van der Aalst, Wil M. P.

[Preprint]
Extracting Multiple Viewpoint Models from Relational Databases, 2020
[DOI: 10.18154/RWTH-2020-11534]

Berti, Alessandro
van der Aalst, Wil M. P.

[Buch, Tagungsband]
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
In: CEUR workshop proceedings 2673, 2020

van der Aalst, Wil M. P. (Editor)
vom Brocke, Jan (Editor)
Comuzzi, Marco (Editor)
Di Ciccio, Claudio (Editor)
García, Félix (Editor)
et al.

[Tagungsband]
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2020 Satellite event of the 41st International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2020, virtual workshop, June 24, 2020, 2020

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Improving the State-Space Traversal of the eST-Miner by Exploiting Underlying Log Structures
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, 334-347, 2020
[DOI: 10.1007/978-3-030-66498-5_25]

Mannel, Lisa Luise
van der Aalst, Wil M. P.
Epstein, Yannick

[Beitrag zu einem Tagungsband]
Removing Implicit Places Using Regions for Process Discovery
In: [ATAED@Petri Nets 2020], 2020

Mannel, Lisa Luise
van der Aalst, Wil M. P.
Bergenthum, Robin

[Beitrag zu einem Tagungsband]
Process Mining as the Superglue between Data and Process Management
In: [15th International Conference on Software Technologies, ICSOFT 2020], 2020

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Events Put into Context (EPiC)
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, 65-72, 2020
[DOI: 10.1109/ICPM49681.2020.00020]

Dees, Marcus (Corresponding author)
Hompes, Bart (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
Time-aware Concept Drift Detection Using the Earth Mover's Distance
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, 33-40, 2020
[DOI: 10.1109/ICPM49681.2020.00016]

Brockhoff, Tobias (Corresponding author)
Uysal, Merih Seran (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra
In: [ICPM 2020], 2020

van der Aalst, Wil M. P.
denisov, vadim
fahland, dirk

[Beitrag zu einem Tagungsband]
An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges
In: [ICPM 2020], 2020

Berti, Alessandro
van der Aalst, Wil M. P.
Zang, David
Lang, Magdalena

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detecting System-Level Behavior Leading To Dynamic Bottlenecks
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, 17-24, 2020
[DOI: 10.1109/ICPM49681.2020.00014]

Toosinezhad, Zahra (Corresponding author)
Fahland, Dirk (Corresponding author)
Köroğlum, Özge (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Beitrag zu einem Tagungsband]
On the Pareto Principle in Process Mining, Task Mining, and Robotic Process Automation
In: [DATA 2020], 2020

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Visualizing Token Flows Using Interactive Performance Spectra
In: Application and Theory of Petri Nets and Concurrency : 41st International Conference, PETRI NETS 2020, Paris, France, June 24-25, 2020, Proceedings / edited by Ryszard Janicki, Natalia Sidorova, Thomas Chatain, 369-380, 2020
[DOI: 10.1007/978-3-030-51831-8_18]

van der Aalst, Wil M. P.
Tacke Genannt Unterberg, Daniel
Denisov, Vadim
Fahland, Dirk

[Beitrag zu einem Tagungsband]
Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources
In: [Petri Nets 2020], 2020
[DOI: 10.1007/978-3-030-51831-8_12]

van der Aalst, Wil M. P.
denisov
fahland

[Beitrag zu einem Tagungsband]
Removing Implicit Places Using Regions for Process Discovery
In: [Petri Nets 2020], 2020

Mannel, Lisa Luise
van der Aalst, Wil M. P.
bergenthum

[Buchbeitrag, Fachzeitschriftenartikel]
Discovering Object-centric Petri Nets
In: Fundamenta informaticae, 175 (1/4), 1-40, 2020
[DOI: 10.3233/FI-2020-1946]

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