[Buchbeitrag]
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]

Syring, Anja F.
Tax, Niek
van der Aalst, Wil M. P. (Corresponding author)

[Buch, Tagungsband]
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: 22nd International Conference Fundamental Approaches to Software Engineering Prague 2019-04-06 - 2019-04-11, xiii, 446 Seiten : Diagramme, 2019
[DOI: 10.1007/978-3-030-16722-6]

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

[Fachzeitschriftenartikel]
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 M. P.
van Dongen, Boudewijn
van de Pol, Jaco

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fairness-Aware Process Mining
In: On the move to meaningful internet systems : OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019 : proceedings / Hervé Panetto, Christophe Debruyne, Martin Hepp, Dave Lewis, Claudio Agostino Ardagna, Robert Meersman (eds.), 182-192, 2019
[DOI: 10.1007/978-3-030-33246-4_11]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Automated Robotic Process Automation : A Self-Learning Approach
In: On the move to meaningful internet systems : OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21-25, 2019 : proceedings / Hervé Panetto, Christophe Debruyne, Martin Hepp, Dave Lewis, Claudio Agostino Ardagna, Robert Meersman (eds.), 95-112, 2019
[DOI: 10.1007/978-3-030-33246-4_6]

Gao, Junxiong (Corresponding author)
van Zelst, Sebastiaan Johannes
Lu, Xixi
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : 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) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 134-138, 2019

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
BIpm: Combining BI and Process Mining
In: DATA 2019 : proceedings of the 8th International Conference on Data Science, Technology and Applications : Prague, Czech Republic, July 26-28, 2019 / sponsored by: INSTICC - Institute for Systems and Technologies of Information, Control and Communication ; edited by Slimane Hammoudi, Christoph Quix and Jorge Bernardino, 123-128, 2019
[DOI: 10.5220/0007741901230128]

Harati Nik, Mohammad Reza (Corresponding author)
van der Aalst, Wil M. P.
Fani Sani, Mohammadreza

[Buchbeitrag, Beitrag zu einem Tagungsband]
The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms
In: New trends in databases and information systems : ADBIS 2019 short papers, workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019 : proceedings / Tatjana Welzer [und 9 andere] (eds.), 391-404, 2019
[DOI: 10.1007/978-3-030-30278-8_39]

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

[Fachzeitschriftenartikel]
Repairing Outlier Behaviour in Event Logs using Contextual Behaviour
In: Enterprise modelling and information systems architectures, 14, 5, 2019
[DOI: 10.18417/emisa.14.5]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Reviving Token-based Replay : Increasing Speed While Improving Diagnostics
In: Workshop on Algorithms & Theories for the Analysis of Event Data (ATAED'2019) : Aachen, Germany, June 25, 2019 : satellite event of the conferences 19th International Conference on Application of Concurrency to System Design (ACSD 2019), 40th International Conference on Application and Theory of Petri Nets and Concurrency (PN 2019) : workshop proceedings / edited by Wil van der Aalst, Robin Bergenthum, and Josep Carmona, 87-103, 2019

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining on Event Graphs : a Framework to Extensively Support Projects
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : 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) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 60-65, 2019

Berti, Alessandro (Corresponding author)

[Buchbeitrag, Beitrag zu einem Tagungsband]
PM4Py Web Services : Easy Development, Integration and Deployment of Process Mining Features in any Application Stack
In: BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : 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) : Vienna, Austria, September 1-6, 2019 / edited by Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil van der Aalst, 174-177, 2019

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining for Python (PM4Py) : Bridging the Gap Between Process- and Data Science
In: ICPMD 2019, ICPM Demo Track 2019 : proceedings of the ICPM Demo Track 2019, co-located with 1st International Conference on Process Mining (ICPM 2019) : Aachen, Germany, June 24-26, 2019 / edited by Andrea Burattin (Technical University of Denmark, Kgs. Lyngby, Denmark), Artem Polyvyanyy (The University of Melbourne, Melbourne, Australia), Sebastiaan van Zelst (Fraunhofer Institute for Applied Information Technology (FIT), Sankt Augustin, Germany), 13-16, 2019

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

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

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

[Fachzeitschriftenartikel]
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. (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
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 (Corresponding author)
Fahland, Dirk
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
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 (Corresponding author)
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
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. (Corresponding author)

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
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. (Corresponding author)

[Fachzeitschriftenartikel]
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 (Corresponding author)
Burattin, Andrea
de Leoni, Massimiliano
van der Aalst, Wil M. P.
Sperduti, Alessandro

[Fachzeitschriftenartikel]
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 (Corresponding author)
van der Aalst, Wil M. P.
Hinz, Oliver

[Buchbeitrag, Beitrag zu einem Tagungsband]
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 (Corresponding author)
de Carvalho, Renata Medeiros (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)

[Buchbeitrag, Fachzeitschriftenartikel]
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 (Corresponding author)
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Fachzeitschriftenartikel]
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 (Corresponding author)
van der Aalst, Wil M. P.
Weinhardt, Christof

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

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

Tax, Niek (Corresponding author)
Sidorova, Natalia
van der Aalst, Wil M. P.

[Buchbeitrag]
Discovering Petri Nets: A Personal Journey
In: Carl Adam Petri: ieas, personality, impact / Wolfgang Reisig, Grzegorz Rozenberg, editors, 3-9, 2019
[DOI: 10.1007/978-3-319-96154-5_1]

van der Aalst, Wil M. P.

[Buchbeitrag, Fachzeitschriftenartikel]
Online conformance checking: relating event streams to process models using prefix-alignments
In: International Journal of Data Science and Analytics, 8 (3), 269-284, 2017
[DOI: 10.1007/s41060-017-0078-6]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fast Incremental Conformance Analysis for Interactive Process Discovery
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 163-175, 2018
[DOI: 10.1007/978-3-319-93931-5_12]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mining Hybrid Business Process Models: A Quest for Better Precision
In: Business information systems : 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018 : proceedings / Witold Abramowicz, Adrian Paschke (eds.), 190-205, 2018
[DOI: 10.1007/978-3-319-93931-5_14]

Schunselaar, Dennis M. M.
Slaats, Tijs
Maggi, Fabrizio M.
Reijers, Hajo A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Unbiased, Fine-Grained Description of Processes Performance from Event Data
In: Business process management : 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018 : proceedings / Mathias Weske, Marco Montali, Ingo Weber, Jan vom Brocke (eds.), 139-157, 2018
[DOI: 10.1007/978-3-319-98648-7_9]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Maximizing Synchronization for Aligning Observed and Modelled Behaviour
In: Business process management : 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018 : proceedings / Mathias Weske, Marco Montali, Ingo Weber, Jan vom Brocke (eds.), 233-249, 2018
[DOI: 10.1007/978-3-319-98648-7_14]

Bloemen, Vincent
van Zelst, Sebastiaan J.
van der Aalst, Wil M. P.
van Dongen, Boudewijn F.
van de Pol, Jaco

[Buchbeitrag, Beitrag zu einem Tagungsband]
Extracting Object-Centric Event Logs to Support Process Mining on Databases
In: Information Systems in the Big Data Era : CAiSE Forum 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings / edited by Jan Mendling, Haralambos Mouratidis, 182-199, 2018
[DOI: 10.1007/978-3-319-92901-9_16]

Li, Guangming
de Murillas, Eduardo González López
de Carvalho, Renata Medeiros
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Detection and Interactive Repair of Event Ordering Imperfection in Process Logs
In: Advanced information systems engineering : 30th International Conference, CAiSE 2018, Tallin, Estonia, June 11-15, 2018 : proceedings / John Krogstie, Hajo A. Reijers (eds.), 274-290, 2018
[DOI: 10.1007/978-3-319-91563-0_17]

Dixit, Prabhakar M.
Suriadi, Suriadi
Andrews, Robert
Wynn, Moe T.
ter Hofstede, Arthur H. M.
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Fast Conformance Analysis Based on Activity Log Abstraction
In: 2018 IEEE 22nd International Enterprise Distributed Object Computing Conference (EDOC) : [Proceedings], 135-144, 2018
[DOI: 10.1109/EDOC.2018.00026]

Dixit, Prabhakar M.
Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Conceptual Schema Transformation in Ontology-Based Data Access
In: Knowledge engineering and knowledge management : 21st international conference, EKAW 2018, Nancy, France, November 12-16, 2018 / Catherine Faron Zucker, Chiara Ghidini, Amedeo Napoli, Yannick Toussaint (eds.), 50-67, 2018
[DOI: 10.1007/978-3-030-03667-6_4]

Calvanese, Diego
Kalayci, Tahir Emre
Montali, Marco
Santoso, Ario
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
LocalProcessModelDiscovery: Bringing Petri Nets to the Pattern Mining World
In: Application and theory of petri nets and concurrency : 39th international conference, PETRI NETS 2018, Bratislava, Slovakia, June 24-29, 2018 : proceedings / Victor Khomenko, Olivier H. Roux (eds.), 374-384, 2018
[DOI: 10.1007/978-3-319-91268-4_20]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Incremental Computation of Synthesis Rules for Free-Choice Petri Nets
In: Formal aspects of component software : 15th International Conference, FACS 2018, Pohang, South Korea, October 10-12, 2018 : proceedings / Kyungmin Bae, Peter Csaba Ölveczky (eds.), 97-117, 2018
[DOI: 10.1007/978-3-030-02146-7_5]

Dixit, Prabhakar M.
Verbeek, H. M. W.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Component interface identification and behavioral model discovery from software execution data
In: Proceedings of the 26th Conference on Program Comprehension, 97-107, 2018
[DOI: 10.1145/3196321.3196338]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Lifecycle-Based Process Performance Analysis
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 / Hervé Panetto, Christophe Debruyne, Henderik A. Proper, Claudio Agostino Ardagna, Dumitru Roman, Robert Meersman (eds.). - Part 1, 336-353, 2018
[DOI: 10.1007/978-3-030-02610-3_19]

Hompes, Bart F. A.
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Similarity resonance for improving process model matching accuracy
In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 86-93, 2018
[DOI: 10.1145/3167132.3167138]

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

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Mining and Simulation: A Match Made in Heaven!
In: Proceedings of the 50th Computer Simulation Conference, 1-12, 2018
[DOI: 10.22360/SummerSim.2018.SCSC.005]

van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Symbolically Aligning Observed and Modelled Behaviour
In: 2018 18th International Conference on Application of Concurrency to System Design (ACSD) : [Proceedings], 50-59, 2018
[DOI: 10.1109/ACSD.2018.00008]

Bloemen, Vincent
van de Pol, Jaco
van der Aalst, Wil M. P.

[Buchbeitrag, Beitrag zu einem Tagungsband]
The Statechart Workbench: Enabling scalable software event log analysis using process mining
In: 2018 IEEE 25th International Conference on Software Analysis, Evolution and Reengineering (SANER) : [Proceedings], 502-506, 2018
[DOI: 10.1109/SANER.2018.8330248]

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

[Fachzeitschriftenartikel]
Linking data and process perspectives for conformance analysis
In: Computers & security, 73, 172-193, 2017
[DOI: 10.1016/j.cose.2017.10.010]

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

[Fachzeitschriftenartikel]
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 (Corresponding author)
van der Aalst, Wil M. P.
Sepúlveda, Marcos

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[Fachzeitschriftenartikel]
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.

[Buchbeitrag, Beitrag zu einem Tagungsband]
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 (Corresponding author)
de Carvalho, Renata Medeiros (Corresponding author)
van der Aalst, Wil M. P. (Corresponding author)