Publications

Note: This page lists my peer-reviewed publications. I try to keep this page updated, however, for reference, you can check my Google Scholar and/or dblp page.

2019

Detection and Removal of Infrequent Behavior from Event Streams of Business Processes
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Information Systems (Journal).

Repairing Alignments of Process Models
Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Borja Vázquez-Barreiros, Manuel Lama, Manuel Mucientes
Business & Information Systems Engineering (Journal).

On the Application of Sequential Pattern Mining Primitives to Process Discovery: Overview, Outlook and Oppurtunity Identification
Marwan Hassani, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
WIREs (Journal).

Scenario-Based Prediction of Business Processes Using System Dynamics
Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
On the Move to Meaningful Internet Systems: OTM 2019 – Coopis; Accepted.

Automated Robotic Process Automation: A Self-Learning Approach
Junxiong Gao, Sebastiaan J. van Zelst, Xixi Lu, Wil M.P. van der Aalst
On the Move to Meaningful Internet Systems: OTM 2019 – Coopis; Accepted.

A Generic Approach for Process Performance Analysis using Bipartite Graph Matching
Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
Business Intelligence Workshop 2019 (BPI 2019) ; Accepted.

The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2019) ; Accepted.

PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack
Alessandro Berti, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
Proceedings of the BPM Demo Sessions 2019 Co-located with the 17th International Conference on Business Process Management (BPM 2019), Vienna, Austria, September, 2019.

Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models
Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
Proceedings of the BPM Demo Sessions 2019 Co-located with the 17th International Conference on Business Process Management (BPM 2019), Vienna, Austria, September, 2019.

Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science
Alessandro Berti, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
Proceedings of the ICPM Demo Sessions 2019 Co-located with the 1st International Conference on Process Mining (ICPM 2019), Aachen, Germany, June 26, 2019.

Process Mining with Streaming Data
Sebastiaan J. van Zelst
PhD Thesis (Eindhoven University of Technology).
Defense Slides

2018

Online Conformance Checking: Relating Event Streams to Process Models using Prefix-Alignments
Sebastiaan J. van Zelst, Alfredo Bolt, Marwan Hassani, Boudewijn F. van Dongen, Wil M.P. van der Aalst
International Journal of Data Science and Analytics (Journal).

Discovering Worklfow Nets Using Integer Linear Programming
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst, Eric M.W. Verbeek
Computing (Journal).

Event Stream-Based Process Discovery Using Abstract Representations
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst
Knowl. Inf. Syst. (Journal).

Computing Alignments of Event Data and Process Models
Sebastiaan J. van Zelst, Alfredo Bolt, Boudewijn F. van Dongen
T. Petri Nets and Other Models of Concurrency (Journal).

Repairing Outlier Behaviour in Event Logs
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
Business Information Systems – 21st International Conference, BIS 2018, Berlin, Germany, July 18-20, 2018, Proceedings.

Maximizing Synchronization for Aligning Observed and Modelled Behavior
Vincent Bloemen, Sebastiaan J. van Zelst, Wil M. P. van der Aalst, Boudewijn F. van Dongen, Jaco van de Pol
Business Process Management – 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018, Proceedings.

Online Conformance Checking Using Behavioural Patterns
Andrea Burattin, Sebastiaan J. van Zelst, Abel Armas-Cervantes, Boudewijn F. van Dongen, Josep Carmona
Business Process Management – 16th International Conference, BPM 2018, Sydney, NSW, Australia, September 9-14, 2018, Proceedings.

Filtering Spurious Events from Streams of Business Processes
Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
Awarded “Distinguished Paper Award”
Advanced Information Systems Engineering – 30th International Conference, CAiSE 2018, Tallinn, Estonia, June 11-15, 2018, Proceedings.

An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models
Niek Tax, Sebastiaan J. van Zelst, Irene Teinemaa
Enterprise, Business-Process and Information Systems Modeling – 19th International Conference, BPMDS 2018, 23rd International Conference, EMMSAD 2018, Held at CAiSE 2018, Tallinn, Estonia, June 11-12, 2018, Proceedings.

Applying Sequence Mining for Outlier Detection in Process Mining
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
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.

2017

Tuning Alignment Computation: An Experimental Evaluation
Sebastiaan J. van Zelst, Alfredo Bolt, Boudewijn F. van Dongen
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2017 Satellite event of the conferences: 38th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2017 and 17th International Conference on Application of Concurrency to System Design ACSD 2017, Zaragoza, Spain, June 26-27, 2017.

Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities
Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M.P. van der Aalst
Business Process Management Workshops – BPM 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Paper.

2016

Repairing Alignments: Striking the Right Nerve
Borja Vázquez-Barreiros, Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Manuel Lama, Manuel Mucientes
Enterprise, Business-Process and Information Systems Modeling – 17th International Conference, BPMDS 2016, 21st International Conference, EMMSAD 2016, Held at CAiSE 2016, Ljubljana, Slovenia, June 13-14, 2016, Proceedings.

Online Discovery of Cooperative Structures in Business Processes
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst
On the Move to Meaningful Internet Systems: OTM 2016 Conferences – Confederated International Conferences: CoopIS, C&TC, and ODBASE 2016, Rhodes, Greece, October 24-28, 2016, Proceedings.

2015

ILP-Based Process Discovery Using Hybrid Regions
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, ATAED 2015, Satellite event of the conferences: 36th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2015 and 15th International Conference on Application of Concurrency to System Design ACSD 2015, Brussels, Belgium, June 22-23, 2015.

Assessing Process Discovery Scalability in Data Intensive Environments
Sergio Hernández, Joaquín Ezpeleta, Sebastiaan J. van Zelst ,Wil M. P. van der Aals
2nd IEEE/ACM International Symposium on Big Data Computing, BDC 2015, Limassol, Cyprus, December 7-10, 2015.

Handling Big(ger) Logs: Connecting ProM 6 to Apache Hadoop
Sergio Hernández, Sebastiaan J. van Zelst, Joaquín Ezpeleta, Wil M. P. van der Aals
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM) 2015), Innsbruck, Austria, September 2, 2015.

Know What You Stream: Generating Event Streams from CPN Models in ProM 6
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM) 2015), Innsbruck, Austria, September 2, 2015.

Avoiding Over-Fitting in ILP-Based Process Discovery
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M.P. van der Aalst
Proceedings of Business Process Management – 13th International Conference (BPM) 2015, Innsbruck, Austria, August 31 – September 3, 2015.

2014

Data Streams in ProM 6: A Single Node Architecture
Sebastiaan J. van Zelst, Andrea Burattin, Boudewijn F. van Dongen, H.M.W. (Eric) Verbeek
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), Eindhoven, The Netherlands, September 10, 2014.