[Journal Article]
The impact of biased sampling of event logs on the performance of process discovery
In: Computing : archives for informatics and numerical computation, 2021
[DOI: 10.1007/s00607-021-00910-4]

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

[Journal Article]
Expl(AI)n It to Me : Explainable AI and Information Systems Research
In: Business & information systems engineering, 10, 4 Seiten, 2021
[DOI: 10.1007/s12599-021-00683-2]

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

[Book]
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)

[Contribution to a book, Journal Article]
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.

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

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

[Contribution to a book, Journal Article]
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

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

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

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

[Journal Article]
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.

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

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

[Preprint]
Discovering Object-Centric Petri Nets, 40 Seiten, 2020

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

[Preprint]
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining, 6 Seiten, 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
Uysal, Merih Seran
van der Aalst, Wil M. P.

[Preprint]
Conformance Checking over Uncertain Event Data, 2020

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

[Preprint]
Alignment Approximation for Process Trees, 2020

Schuster, Daniel
van Zelst, Sebastiaan
van der Aalst, Wil M. P.

[Preprint]
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining, 2020

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

[Preprint]
JXES: JSON Support for the XES Event Log Standard, 2020

Narayana, Madhavi Bangalore Shankara
Khalifa, Hossameldin
van der Aalst, Wil

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

Berti, Alessandro
van der Aalst, Wil
Zang, David
Lang, Magdalena

[Preprint]
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement, 2020

Berti, Alessandro
van der Aalst, Wil

[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

[Preprint]
Extracting Multiple Viewpoint Models from Relational Databases, 2020

Berti, Alessandro
van der Aalst, Wil

[Book, Proceedings]
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: 18th International Conference on Business Process Management online 2020-09-13 - 2020-09-18, 1 Online-Ressource (VI, 131 Seiten) : Illustrationen, Diagramme, 2020

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

[Book]
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.
Bergenthum, Robin
Carmona, Josep

[Contribution to a conference proceedings]
Improving the State-Space Traversal of the eST-Miner by Exploiting Underlying Log Structures
In: [BPI@BPM 2020], 2020

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

[Contribution to a conference proceedings]
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

[Book]
Analysis of Images, Social Networks and Texts8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers, 2020

van der Aalst, Wil M. P.
Batagelj, Vladimir
Ignatov, Dmitry I.
Khachay, Michael
Kuskova, Valentina
et al.

[Contribution to a conference proceedings]
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.

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

[Contribution to a book, Contribution to a conference proceedings]
Time-aware Concept Drift Detection Using the Earth Mover's Distance
In: [ICPM 2020], 33-40, 2020
[DOI: 10.1109/ICPM49681.2020.00016]

van der Aalst, Wil M. P.
uysal, merih seran
brockhoff, tobias

[Contribution to a conference proceedings]
Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra
In: [ICPM 2020], 2020

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

[Contribution to a conference proceedings]
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
Zang, David
Lang, Magdalena

[Contribution to a book, Contribution to a conference proceedings]
Detecting System-Level Behavior Leading To Dynamic Bottlenecks
In: 2020 2nd International Conference on Process Mining (ICPM) : [Proceedings] - IEEE, 2020. - ISBN 978-1-7281-9832-3 - doi:10.1109/ICPM49681.2020.00014, 2020
[DOI: 10.1109/ICPM49681.2020.00014]

Toosinezhad, Zahra
Fahland, Dirk
Koroglu, Ozge
van der Aalst, Wil M. P.

[Contribution to a conference proceedings]
On the Pareto Principle in Process Mining, Task Mining, and Robotic Process Automation
In: [DATA 2020], 2020

van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Visualizing Token Flows Using Interactive Performance Spectra
In: [Petri Nets 2020], 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

[Contribution to a conference proceedings]
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

[Contribution to a conference proceedings]
Removing Implicit Places Using Regions for Process Discovery
In: [Petri Nets 2020], 2020

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

[Contribution to a book, Journal Article]
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

[Contribution to a book, Journal Article]
Efficient Time and Space Representation of Uncertain Event Data
In: Algorithms, 13 (11), 285, 2020
[DOI: 10.3390/a13110285]

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

[Contribution to a book, Contribution to a conference proceedings]
Efficient Construction of Behavior Graphs for Uncertain Event Data
In: [International Conference on Business Information Systems, BIS2020, Colorado Springs, USA], 76-88, 2020
[DOI: 10.1007/978-3-030-53337-3_6]

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

[Conference Presentation]
Preprocessing Event Data in Process Mining
In: International Conference on Advanced Information Systems Engineering 2020, 2020

Fani Sani, Mohammadreza (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Conformance Checking Approximation Using Subset Selection and Edit Distance
In: Advanced information systems engineering : 32nd international conference, CAiSE 2020, Grenoble, France, June 8-12, 2020 : proceedings / Schahram Dustdar, Eric Yu, Camille Salinesi, Dominique Rieu, Vik Pant (Eds.), 234-251, 2020
[DOI: 10.1007/978-3-030-49435-3_15]

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

[Contribution to a book, Contribution to a conference proceedings]
Conformance Checking Approximation Using Simulation
In: 2020 2nd International Conference on Process Mining (ICPM) : [Proceedings] - IEEE, 2020. - ISBN 978-1-7281-9832-3 - doi:10.1109/ICPM49681.2020.00025, 105-112, 2020
[DOI: 10.1109/ICPM49681.2020.00025]

Sani, Mohammadreza Fani (Corresponding author)
Gonzalez, Juan J. Garza
van Zelst, Sebastiaan J.
van der Aalst, Wil M. P.

[Conference Presentation]
Root Cause Analysis in Process Mining Using StructuralEquation Models
In: Artificial Intelligence for Business Process Management Sevilla 2020-09-14 - 2020-09-14, 2020

Mahnaz Sadat Qafari, Wil van der Aalst

[Contribution to a conference proceedings]
TLKC-Privacy Model for Process Mining
In: [RCIS 2020], 2020
[DOI: 10.1007/978-3-030-50316-1_24]

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

[Contribution to a conference proceedings]
Privacy-Preserving Data Publishing in Process Mining
In: BPM 2020, 2020
[DOI: 10.1007/978-3-030-58638-6_8]

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

[Contribution to a conference proceedings]
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining
In: BPM 2020 Demos, 2020

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

[Contribution to a book, Contribution to a conference proceedings]
Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics
In: Conceptual Modeling : 39th International Conference, ER 2020, Vienna, Austria, November 3–6, 2020, Proceedings / edited by Gillian Dobbie, Ulrich Frank, Gerti Kappel, Stephen W. Liddle, Heinrich C. Mayr, 2020
[DOI: 10.1007/978-3-030-62522-1_6]

Pourbafrani, Mahsa
van Zelst, Sebastiaan Johannes
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
PMSD: Data-Driven Simulation Using System Dynamics and Process Mining
In: 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 / Edited by: Wil M. P. van der Aalst, Jan vom Brocke, Marco Comuzzi, Claudio Di Ciccio, Félix García, Akhil Kumar, Jan Mendling, Brian Pentland, Luise Pufahl, Manfred Reichert, Mathias Weske, 77-81, 2020

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

[Contribution to a book, Contribution to a conference proceedings]
Using Multi-Level Information in Hierarchical Process Mining: Balancing Behavioural Quality and Model Complexity
In: 2020 2nd International Conference on Process Mining (ICPM) : [Proceedings] - IEEE, 2020. - ISBN 978-1-7281-9832-3 - doi:10.1109/ICPM49681.2020.00029, 137-144, 2020
[DOI: 10.1109/ICPM49681.2020.00029]

Leemans, Sander J. J.
Goel, Kanika
van Zelst, Sebastiaan J.

[Contribution to a book, Journal Article]
Translating Workflow Nets to Process Trees : An Algorithmic Approach
In: Algorithms, 13 (11), 279, 2020
[DOI: 10.3390/a13110279]

van Zelst, Sebastiaan J. (Corresponding author)
Leemans, Sander J. J.