[Contribution to a conference proceedings]
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics
In: ICPM 2019 (ATAED 2019 workshop), 2019

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

[Contribution to a conference proceedings]
Process Mining on Event Graphs: a Framework to Extensively Support Projects
In: BPM 2019, 2019

Berti, Alessandro
van der Aalst, Wil M. P.
van Zelst, Sebastiaan J.

[Contribution to a conference proceedings]
PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack
In: BPM 2019, 2019

Berti, Alessandro
van der Aalst, Wil M. P.
van Zelst, Sebastiaan J.

[Contribution to a book, Contribution to a conference proceedings]
Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science
In: ICPM 2019, 2019

van der Aalst, Wil M. P.
van Zelst, Sebastiaan J.
Berti, Alessandro

[Journal Article]
Big Digital Platforms
In: Business & information systems engineering, 61 (6), 645-648, 2019
[DOI: 10.1007/s12599-019-00618-y]

van der Aalst, Wil M. P.
Hinz, Oliver
Weinhardt, Christof

[Journal Article]
Guided Interaction Exploration and Performance Analysis in Artifact-Centric Process Models
In: Business & information systems engineeringg : BISE, 61 (6), 649-663, 2018
[DOI: 10.1007/s12599-018-0546-0]

van Eck, Maikel L.
Sidorova, Natalia
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Predictive Performance Monitoring of Material Handling Systems Using the Performance Spectrum
In: 2019 International Conference on Process Mining : ICPM 2019 : Aachen, Germany, 24-26 June 2019 : proceedings / ICPM, 2019
[DOI: 10.1109/ICPM.2019.00029]

Denisov, Vadim
Fahland, Dirk
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Mining Uncertain Event Data in Process Mining
In: 2019 International Conference on Process Mining : ICPM 2019 : Aachen, Germany, 24-26 June 2019 : proceedings / ICPM, 2019
[DOI: 10.1109/ICPM.2019.00023]

Pegoraro, Marco
van der Aalst, Wil M. P.

[Journal Article]
On the application of sequential pattern mining primitives to process discovery : Overview, outlook and opportunity identification
In: Wiley interdisciplinary reviews : WIREs / Data mining and knowledge discovery, 9 (6), e1315, 2019
[DOI: 10.1002/widm.1315]

Hassani, Marwan
van Zelst, Sebastiaan J.
van der Aalst, Wil M. P.

[Contribution to a conference proceedings, Journal Article]
Lucent Process Models and Translucent Event Logs
In: Fundamenta informaticae, 169 (1/2), 151-177, 2019
[DOI: 10.3233/FI-2019-1842]

van der Aalst, Wil M. P.

[Journal Article]
Discovering high-level BPMN process models from event data
In: Business process management journal, 25 (5), 995-1019, 2019
[DOI: 10.1108/BPMJ-02-2018-0051]

Kalenkova, Anna
Burattin, Andrea
de Leoni, Massimiliano
van der Aalst, Wil M. P.
Sperduti, Alessandro

[Journal Article]
Introducing Registered Reports to the Information Systems Community
In: Business & information systems engineering, 61 (4), 381-384, 2019
[DOI: 10.1007/s12599-019-00602-6]

Weinhardt, Christof
van der Aalst, Wil M. P.
Hinz, Oliver

[Contribution to a book, Contribution to a conference proceedings]
Object-centric behavioral constraint models: a hybrid model for behavioral and data perspectives
In: Applied computing 2019 : the 34th Annual ACM Symposium on Applied Computing : Limassol, Cyprus, April 8-12, 2019 / sponsored by: ACM Special Interest Group on Applied Computing, 48-56, 2019
[DOI: 10.1145/3297280.3297287]

Li, Guangming
de Carvalho, Renata Medeiros
van der Aalst, Wil M. P.

[Contribution to a book, Journal Article]
Connecting databases with process mining : a meta model and toolset
In: Software and systems modeling, 18 (2), 1209-1247, 2018
[DOI: 10.1007/s10270-018-0664-7]

González López de Murillas, Eduardo
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Journal Article]
Blind Spots in Business and Information Systems Engineering
In: Business & information systems engineering, 61 (2), 133-135, 2019
[DOI: 10.1007/s12599-019-00587-2]

Hinz, Oliver
van der Aalst, Wil M. P.
Weinhardt, Christof

[Journal Article]
Generating time-based label refinements to discover more precise process models
In: Journal of ambient intelligence and smart environments, 11 (2), 165-182, 2019
[DOI: 10.3233/AIS-190519]

Tax, Niek
Alasgarov, Emin
Sidorova, Natalia
Haakma, Reinder
van der Aalst, Wil M. P.

[Journal Article]
Discovering more precise process models from event logs by filtering out chaotic activities
In: Journal of intelligent information systems, 52 (1), 107 - 139, 2019
[DOI: 10.1007/s10844-018-0507-6]

Tax, Niek
Sidorova, Natalia
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Configurable Event Correlation for Process Discovery from Object-Centric Event Data
In: 2018 IEEE International Conference on Web Services : IEEE ICWS 2018 : part of the 2018 IEEE World Congress on Services : 2-7 July 2018, San Francisco, California, USA : proceedings / sponsored by: IEEE, IEEE Computer Society, 203-210, 2018
[DOI: 10.1109/ICWS.2018.00033]

Li, Guangming
de Carvalho, Renata Medeiros
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Interactive Data-Driven Process Model Construction
In: Conceptual Modeling : 37th International Conference, ER 2018, Xi'an, China, October 22-25, 2018, Proceedings / edited by Juan C. Trujillo, Karen C. Davis, Xiaoyong Du, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong Li Lee, 251-265, 2018
[DOI: 10.1007/978-3-030-00847-5_19]

Dixit, P. M.
Verbeek, H. M. W.
Buijs, J. C. A. M.
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Hierarchical performance analysis for process mining
In: Proceedings of the 2018 International Conference on Software and System Process (ICSSP '18) : Gothenburg, Sweden, May 26 - 27, 2018 / Marco Kuhrmann, general chair, 96-105, 2018
[DOI: 10.1145/3202710.3203151]

Leemans, Maikel
van der Aalst, Wil M. P.
van den Brand, Mark

[Contribution to a book, Contribution to a conference proceedings]
Filtering Spurious Events from Event Streams of Business Processes
In: Advanced information systems engineering : 30th International Conference, CAiSE 2018, Tallin, Estonia, June 11-15, 2018 : proceedings / John Krogstie, Hajo A. Reijers (eds.), 35-52, 2018
[DOI: 10.1007/978-3-319-91563-0_3]

van Zelst, Sebastiaan J.
Fani Sani, Mohammadreza
Ostovar, Alireza
Conforti, Raffaele
La Rosa, Marcello

[Contribution to a book, Contribution to a conference proceedings]
Mining Local Process Models with Constraints Efficiently: Applications to the Analysis of Smart Home Data
In: 14th International Conference on Intelligent Environments (IE) : [Proceedings] - IEEE, 2018. - ISBN 978-1-5386-6844-3 - doi:10.1109/IE.2018.00016, 56-63, 2018
[DOI: 10.1109/IE.2018.00016]

Tax, Niek
Sidorova, Natalia
Haakma, Reinder
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
StarStar Models: Using Events at DatabaseLevel for Process Analysis
In: 8th International Symposium on Data-Driven Process Discovery and Analysis - SIMPDA 2018 : December 13-14, 2018, Seville, Spain / editors: Paolo Ceravolo, M. Teresa Gómez López, Maurice Van Keulen, 60-64, 2018

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

[Journal Article]
Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap
In: IEEE access, 6, 77308-77320, 2018
[DOI: 10.1109/ACCESS.2018.2881759]

Sakr, Sherif
Maamar, Zakaria
Awad, Ahmed
Benatallah, Boualem
van der Aalst, Wil M. P.

[Journal Article]
Analysing Structured Learning Behaviour in Massive Open Online Courses (MOOCs): An Approach Based on Process Mining and Clustering
In: International review of research in open and distance learning, 19 (5), 38-60, 2018
[DOI: 10.19173/irrodl.v19i5.3748]

van den Beemt, Antoine
Buijs, Joos
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Software Process Analysis Methodology - A Methodology Based on Lessons Learned in Embracing Legacy Software
In: ICSME 2018 : 2018 IEEE International Conference on Software Maintenance and Evolution : proceedings : 23-29 September 2018, Madrid, Spain / general chair: Gregorio Robles (Universidad Rey Juan Carlos, Spain) ; publisher: IEEE ; [sponsors: IEEE Computer Society, TCSE - IEEE Technical Council on Software Engineering], 665-674, 2018
[DOI: 10.1109/ICSME.2018.00076]

Leemans, Maikel
van der Aalst, Wil M. P.
van den Brand, Mark
Schiffelers, Ramon R. H.
Lensink, Leonard

[Journal Article]
Views on the Past, Present, and Future of Business and Information Systems Engineering
In: Business & information systems engineering, 60 (6), 443-477, 2018
[DOI: 10.1007/s12599-018-0561-1]

van der Aalst, Wil M. P.
Becker, Jörg
Bichler, Martin
Buhl, Hans Ulrich
Dibbern, Jens
et al.

[Contribution to a book, Contribution to a conference proceedings]
ProDiGy : Human-in-the-loop process discovery
In: 2018 12th International Conference on Research Challenges in Information Science (RCIS) : 29-31 May 2018 / [IEEE ; event organizer: LS2N - Laboratoire des Sciences du Numérique de Nantes], 2018
[DOI: 10.1109/RCIS.2018.8406657]

Dixit, P. M.
Buijs, J. C. A. M.
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
A general framework to detect behavioral design patterns
In: 2018 ACM/IEEE 40th International Conference on Software Engineering: Software Engineering Education and Training : ICSE-SEET 2018 : 30 May-1 June 2018, Gothenburg, Sweden : proceedings, 234-235, 2018
[DOI: 10.1145/3183440.3194947]

Liu, Cong
van Dongen, Boudewijn
Assy, Nour
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Repairing outlier behaviour in event logs
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 115-131, 2018
[DOI: 10.1007/978-3-319-93931-5_9]

Fani Sani, Mohammadreza
van der Aalst, Wil M. P.
van Zelst, Sebastiaan

[Contribution to a book, Contribution to a conference proceedings]
Applying Sequence Mining for Outlier Detection in Process Mining
In: On the Move to Meaningful Internet Systems. OTM 2018 Conferences : Confederated International Conferences: CoopIS, C&TC, and ODBASE 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part II / edited by Hervé Panetto, Christophe Debruyne, Henderik A. Proper, Claudio Agostino Ardagna, Dumitru Roman, Robert Meersman, 98-116, 2018
[DOI: 10.1007/978-3-030-02671-4_6]

Fani Sani, Mohammadreza
van Zelst, Sebastiaan
van der Aalst, Wil M. P.

[Journal Article]
Interest-driven discovery of local process models
In: Information systems, 77, 105-117, 2018
[DOI: 10.1016/j.is.2018.04.006]

Tax, Niek
Dalmas, Benjamin
Sidorova, Natalia
van der Aalst, Wil M. P.
Norre, Sylvie

[Journal Article]
Robotic Process Automation
In: Business & information systems engineering, 60 (4), 269-272, 2018
[DOI: 10.1007/s12599-018-0542-4]

van der Aalst, Wil M. P.
Bichler, Martin
Heinzl, Armin

[Journal Article]
Application and Theory of Petri Nets and Other Models of Concurrency: Special Issue of Selected Papers from Petri Nets 2017
In: Fundamenta informaticae, 161 (4), i-ii, 2018
[DOI: 10.3233/FI-2018-1705]

van der Aalst, Wil M. P.
Best, Eike
Penczek, Wojciech

[Journal Article]
Process discovery from event data : Relating models and logs through abstractions
In: Wiley interdisciplinary reviews : WIREs / Data mining and knowledge discovery, 8 (3), e1244, 2018
[DOI: 10.1002/widm.1244]

van der Aalst, Wil M. P.

[Journal Article]
The imprecisions of precision measures in process mining
In: Information processing letters, 135, 1-8, 2018
[DOI: 10.1016/j.ipl.2018.01.013]

Tax, Niek
Lu, Xixi
Sidorova, Natalia
Fahland, Dirk
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities
In: Business Process Management Workshops : BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers / edited by Ernest Teniente, Matthias Weidlich, 216-229, 2018
[DOI: 10.1007/978-3-319-74030-0_16]

Sani Fani, Mohammadreza
van Zelst, Sebastiaan J.
van der Aalst, Wil M. P.

[Contribution to a conference proceedings]
RapidProM: Mine Your Processes and Not Just Your Data
In: RapidMiner: Data Mining Use Cases and Business Analytics Applications, 2018

van der Aalst, Wil M. P.
Bolt, A.
van Zelst, S. J.

[Contribution to a book]
Discovering Petri Nets: A Personal Journey
In: Carl Adam Petri: Ideas, Personality, Impact / Grzegorz Rozenberg, Wolfgang Reisig, 3-9, 2018
[DOI: 10.1007/978-3-319-96154-5_1]

van der Aalst, Wil M. P.

[Journal Article]
Spreadsheets for Business Process Management: Using process mining to deal with ``events'' rather than ``numbers''
In: Business process management journal, 24 (1), 105-127, 2018
[DOI: 10.1108/BPMJ-10-2016-0190]

van der Aalst, Wil M. P.

[Journal Article]
Discovering Workflow Nets Using Integer Linear Programming
In: Computing, 100 (5), 529-556, 2018
[DOI: 10.1007/s00607-017-0582-5]

van Zelst, S. J.
van Dongen, B. F.
van der Aalst, Wil M. P.
Verbeek, H. M. W.

[Journal Article]
Event Stream-Based Process Discovery Using Abstract Representations
In: Knowledge and information systems, 2018
[DOI: 10.1007/s10115-017-1060-2]

van Zelst, S. J.
van Dongen, B. F.
van der Aalst, Wil M. P.

[Journal Article]
Online Conformance Checking: Relating Event Streams to Process Models Using Prefix-Alignments
In: International Journal of Data Science and Analytics, 2018
[DOI: 10.1007/s41060-017-0078-6]

van Zelst, S. J.
Bolt, A.
Hassani, Marwan
van der Aalst, Wil M. P.
van Dongen, B. F.

[Journal Article]
Scalable Process Discovery and Conformance Checking
In: Software and systems modeling, 17 (2), 2018
[DOI: 10.1007/s10270-016-0545-x]

Leemans, S. J. J.
Fahland, D.
van der Aalst, Wil M. P.

[Book]
Proceedings of Analysis of Images, Social Networks and Texts (AIST 2017), 2018

van der Aalst, Wil M. P.
Ignatov, D.
Khachay, M.
Kuznetsov, S.
Lempitsky, V.
et al.

[Preprint]
Markings in Perpetual Free-Choice Nets Are Fully Characterized by Their Enabled Transitions, 20 Seiten, 2018

van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Subgroup Discovery in Process Mining
In: Business Information Systems : 20th International Conference, BIS 2017, Poznan, Poland, June 28–30, 2017, Proceedings / edited by Witold Abramowicz, 237-252, 2017
[DOI: 10.1007/978-3-319-59336-4_17]

Fani Sani, Mohammadreza
van der Aalst, Wil M. P.
Bolt, Alfredo
García-Algarra, Javier

[Journal Article]
Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action
In: Digital humanities quarterly, 11 (2), 2017

Schüller, Daniel
Beecks, Christian
Hassani, Marwan
Hinnell, Jennifer
Brenger, Bela
et al.

[Contribution to a conference proceedings]
Learning Hybrid Process Models From Events: Process Discovery Without Faking Confidence
In: International Conference on Business Process Management (BPM 2017), 59-76, 2017

van der Aalst, Wil M. P.
Masellis, R. De
Francescomarino, C. Di
Ghidini, C.

[Contribution to a conference proceedings]
Structure Theory in a Dynamic Data-Driven World: Applications in Process Mining and BPM (extended abstract)
In: Proceedings of the Workshop on Structure Theory of Petri Nets (STRUCTURE 2017), 45-54, 2017

van der Aalst, Wil M. P.