[Journal Article]
Case Notion Discovery and Recommendation: Automated Event Log Building on Databases
In: Knowledge and information systems, 2019, 1-37, 2020
[DOI: 10.1007/s10115-019-01430-6]

van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Towards Privacy-Preserving Process Mining in Healthcare
In: Business Process Management Workshops / Di Francescomarino, Chiara (Editor) ; Cham : Springer International Publishing, 2019, Chapter 39 ; ISSN: 1865-1348=1865-1356 ; ISBN: 978-3-030-37452-5=978-3-030-37453-2 ; doi:10.1007/978-3-030-37453-2, 483 - 495, 2019
[DOI: 10.1007/978-3-030-37453-2_39]

Di Francescomarino, Chiara
Dijkman, Remco
Zdun, Uwe
Pika, Anastasiia
Wynn, Moe T.
et al.

[Contribution to a book, Contribution to a conference proceedings]
Evaluating the Effectiveness of Interactive Process Discovery in Healthcare: A Case Study
In: Business Process Management Workshops / Di Francescomarino, Chiara (Editor) ; Cham : Springer International Publishing, 2019, Chapter 41 ; ISSN: 1865-1348=1865-1356 ; ISBN: 978-3-030-37452-5=978-3-030-37453-2 ; doi:10.1007/978-3-030-37453-2, 508 - 519, 2019
[DOI: 10.1007/978-3-030-37453-2_41]

Di Francescomarino, Chiara
Dijkman, Remco
Zdun, Uwe
Benevento, Elisabetta
Dixit, Prabhakar M.
et al.

[Contribution to a book, Contribution to a conference proceedings]
Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data
In: Software Engineering and Formal Methods / Ölveczky, Peter Csaba (Editor) ; Cham : Springer International Publishing, 2019, Chapter 1 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-30445-4=978-3-030-30446-1 ; doi:10.1007/978-3-030-30446-1, 3 - 25, 2019
[DOI: 10.1007/978-3-030-30446-1_1]

Ölveczky, Peter Csaba
Salaün, Gwen
van der Aalst, Wil M. P.

[Contribution to a book]
A Tour in Process Mining: From Practice to Algorithmic Challenges
In: Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 1-35, 2019
[DOI: 10.1007/978-3-662-60651-3_1]

Koutny, Maciej
Pomello, Lucia
Kristensen, Lars Michael
van der Aalst, Wil
Carmona, Josep
et al.

[Contribution to a book]
Evaluating Conformance Measures in Process Mining Using Conformance Propositions
In: Transactions on Petri Nets and Other Models of Concurrency XIV / edited by Maciej Koutny, Lucia Pomello, Lars Michael Kristensen, 192-221, 2019
[DOI: 10.1007/978-3-662-60651-3_8]

Koutny, Maciej
Pomello, Lucia
Kristensen, Lars Michael
Syring, Anja F.
Tax, Niek
et al.

[Book, Proceedings]
Fundamental approaches to software engineering : 22nd international conference, FASE 2019, held as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2019, Prague, Czech Republic, April 6-11, 2019l : proceedings
In: Fundamental Approaches to Software Engineering : 22nd International Conference Prague 2019-04-06 - 2019-04-11, xiii, 446 Seiten : Diagramme, 2019
[DOI: 10.1007/978-3-030-16722-6]

Hähnle, Reiner
van der Aalst, Wil

[Journal Article]
Detection and removal of infrequent behavior from event streams of business processes
In: Information systems, 101451, 2019
[DOI: 10.1016/j.is.2019.101451]

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

[Journal Article]
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones
In: Information systems : IS, 2019
[DOI: 10.1016/j.is.2019.101456]

Bloemen, Vincent
van Zelst, Sebastiaan
van der Aalst, Wil
van Dongen, Boudewijn
van de Pol, Jaco

[Contribution to a book, Contribution to a conference proceedings]
Fairness-Aware Process Mining
In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences / Panetto, Hervé (Editor) ; Cham : Springer International Publishing, 2019, Chapter 11 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-33245-7=978-3-030-33246-4 ; doi:10.1007/978-3-030-33246-4, 182 - 192, 2019
[DOI: 10.1007/978-3-030-33246-4_11]

Qafari, Mahnaz Sadat
van der Aalst, Wil

[Book, Conference Presentation]
Automated Robotic Process Automation: A Self-Learning Approach
In: 27th International Conference on COOPERATIVE INFORMATION SYSTEMS Rhodes, 2019
[DOI: 10.1007/978-3-030-33246-4_6]

Gao, Junxiong
van Zelst, Sebastiaan J.
Lu, Xixi
van der Aalst, Wil M. P.

[Contribution to a book, Contribution to a conference proceedings]
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models
In: Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019), 2019

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

[Contribution to a book, Contribution to a conference proceedings]
BIpm: Combining BI and Process Mining
In: Proceedings of the 8th International Conference on Data Science, Technology and Applications - SCITEPRESS - Science and Technology Publications, 2019. - ISBN 978-989-758-377-3 - doi:10.5220/0007741901230128, 2019
[DOI: 10.5220/0007741901230128]

Harati Nik, Mohammad Reza
van der Aalst, Wil
Fani Sani, Mohammadreza

[Contribution to a book, Contribution to a conference proceedings]
The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms
In: New Trends in Databases and Information Systems / Welzer, Tatjana (Editor) [https://orcid.org/0000-0002-6865-4946] ; Cham : Springer International Publishing, 2019, Chapter 39 ; ISSN: 1865-0929=1865-0937 ; ISBN: 978-3-030-30277-1=978-3-030-30278-8 ; doi:10.1007/978-3-030-30278-8, 391 - 404, 2019
[DOI: 10.1007/978-3-030-30278-8_39]

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

[Journal Article]
Repairing Outlier Behaviour in Event Logs using Contextual Behaviour
In: Enterprise modelling and information systems architectures, 14, 1-24, 2019
[DOI: 10.18417/EMISA.14.5]

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

[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.

[Journal Article]
Linking data and process perspectives for conformance analysis
In: Computers & security, 73, 172 - 193, 2018
[DOI: 10.1016/j.cose.2017.10.010]

Alizadeh, Mahdi
Lu, Xixi
Fahland, Dirk
Zannone, Nicola
van der Aalst, Wil M. P.

[Journal Article]
Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining
In: Information sciences, 466, 55 - 91, 2018
[DOI: 10.1016/j.ins.2018.07.026]

Lee, Wai Lam Jonathan
Verbeek, H. M. W.
Munoz-Gama, Jorge
van der Aalst, Wil M. P.
Sepúlveda, Marcos

[Journal Article]
Guided Process Discovery – A pattern-based approach
In: Information systems, 76, 1-18, 2018
[DOI: 10.1016/j.is.2018.01.009]

Mannhardt, Felix
de Leoni, Massimiliano
Reijers, Hajo A.
Toussaint, Pieter J.
van der Aalst, Wil M. P.

[Journal Article]
Process variant comparison: Using event logs to detect differences in behavior and business rules
In: Information systems, 74, 53-66, 2018
[DOI: 10.1016/j.is.2017.12.006]

Bolt, Alfredo
de Leoni, Massimiliano
van der Aalst, Wil M. P.
van der Aalst, Wil M. P.

[Journal Article]
Blockchains for Business Process Management - Challenges and Opportunities
In: ACM transactions on management information systems, 9 (1), 1-16, 2018
[DOI: 10.1145/3183367]

Mendling, Jan
Dustdar, Schahram
Gal, Avigdor
García-Bañuelos, Luciano
Governatori, Guido
et al.

[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 / Juan C. Trujillo, Karen C. Davis, Xiaoyong Du, Zhanhuai Li, Tok Wang Ling, Guoliang Li, Mong Li Lee (Eds.), 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