On this page, you can find all my research activities (other than publications), e.g., academic service, teaching, etc.
Software Projects
I have been playing an active role in the development of the following software packages:
- PMTK; Process Mining Toolkit; Co-Founder / Coordination / Software Development
- PM4Py; Process Mining Library for Python; Founder / Coordination / Software Development
- PM4KNIME; Process Mining Library for KNIME; Founder / Coordinator (to be released)
- RapidProM; Process Mining Library for RapidMiner; Coordination / Software Development
- ProM; Process Mining Toolkit, written in Java; Software Development
Teaching
At RWTH Aachen University I was involved in teaching the following courses:
- Advanced Process Mining; Summer Semester 2019, 2020, 2021, 2022,2023; Responsible Lecturer
- ProSeminar on Data Pre-Processing; Winter Semester 2018; Supporting Lecturer
At Eindhoven University of Technology, I was involved in teaching the following courses:
- Advanced Process Mining
- Introduction to Process Mining
- Business Process Intelligence
- Meta-Modeling
Supervision
I supervised several PhD students (Sorted Chronologically):
- Daniel Schuster; Interactive Process Discovery; Fraunhofer FIT;
2019-2023 - Humam Kourani; Partial Ordered Workflow Languages; Fraunhofer FIT; 2022 – 2023
- Hannes Hafke; Event Data Driven Scheduling; Fraunhofer FIT; 2021-2022
- Chiao-Yun Li; High-Level Performance Measurement & Prediction; Fraunhofer FIT;
2019-2023 - Mohammadreza Fani Sani; Data Preprocessing for Process Mining; TU/e & RWTH; 2017-2021
- Luis Santos Ribriero; Interactive Performance Measurement & Prediction; RWTH; 2019-2020
- Junxiong Gao; (Automated) Robotic Process Automation; RWTH;
2019-2020 - Mahsa Pourbafrani; Scenario-Based Prediction; RWTH;
2018-2020
I am/was the primary supervisor of several MSc/BSc students in their final thesis project (Sorted Chronologically):
- Christopher Bastin, BSc Student (Celonis) Active
- Bernhard Zosel, MSc Student (Celonis); Active
- Bart Binda, MSc Student (Celonis); Defended November 2024
- Kai Weinreiss, MSc Student (Celonis); Defended October 2024
- Jan Wieczorek, MSc Student (Celonis); Defended May 2024
- Gero Kolhof, MSc Student (Celonis); Defended March 2024
- David Wenderdel, MSc Student; Defended May 2023
- Philipp Heisenberger, MSc Student; Defended August 2023
- Alan Alrechah, MSc Student; Defended May 2023
- Mark Limudjianto, MSc Student; Defended Nov. 2022
- Tian Li, MSc Student; Defended May 2022
- Tim Donkiewicz, MSc Student; Defended August 2022
- Jonas Tai, BSc Student; Defended March 2022
- Jan Wieczorek, BSc Student; Defended Dec. 2021
- Xuan Zhang, MSc Student; Defended Jan. 2022
- Sara Pashah, MSc Student; Defended Dec. 2021
- Julian Walter-Nussberger, MSc Student; Defended March 2022
- Harry Beyel, MSc Student; Defended Oct. 2021
- Sezin Maden, MSc Student; Defended Nov. 2021
- Anand Kumaraguru, MSc Student; Defended Aug. 2021
- Eike-Albert Erdmann, MSc Student; Defended Jul. 2021
- Moritz Langenberg, BSc Student; Defended Feb. 2021
- Philipp Heisenberger, BSc Student; Defended Jan. 2021
- Julian Schnitzler, BSc Student; Defended Nov. 2020
- Yan Wo, MSc Student; Defended Oct. 2020
- Jan Niklas Adams, MSc Student; Defended Sep. 2020
- Niklas Dohmen, BSc Student; Defended June. 2020
- Yi-Chan Tsai, MSc Student; Defended May 2020
- Yukun Cao, MSc Student; Defended Feb. 2020
- Ralf Riesen, BSc Student; Defended Jan. 2020
- Zheqi Lyu, MSc Student; Defended Dec. 2019
- Humam Kourani, BSc Student; Defended Oct. 2019
- Daniel Schuster, MSc Student; Defended Jul. 2019
- Kefang Ding, MSc Student; Defended May. 2019
- Philip Klees, MSc Student; Defended 2017
- Rene Slabbekoorn, MSc Student; Defended 2016
Distinctions
- Best Paper Award; 21st International Conference on Business Process Management (BPM’23); (Paper: POWL: partially ordered workflow language; Humam Kourani, Sebastiaan J. van Zelst)
- Best Paper Award; 26th International Conference on Enterprise Design, Operations, and Computing (EDOC’22); (Paper: Enhanced Transformation of BPMN Models with Cancellation Features; Giorgi Lomidze, Daniel Schuster, Chiao-Yun Li; Sebastiaan J. van Zelst)
- Best Paper Award; Second International Workshop on Event Data and Behavioral Analytics (EdbA’21) 2021; (Paper: Visualizing Trace Variants From Partially Ordered Event Data; Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M.P. van der Aalst)
- Distinguished Paper Award; 30th International Conference on Advanced Information Systems Engineering (CAiSE) 2018; (Paper: Filtering Spurious Events from Event Streams of Business Processes; Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa)
Academic Service
I act(ed) as a Program Chair:
- Algorithms & Theories for the Analysis of Event Data (ATAED 2023) co-located with the 44th International Conference on Application and Theory of Petri Nets and Concurrency
- 3rd International Workshop on Streaming Analytics for Process Mining (SA4PM) co-located with the 4th International Conference on Process Mining, 2022
- Algorithms & Theories for the Analysis of Event Data (ATAED 2022) co-located with the 43rd International Conference on Application and Theory of Petri Nets and Concurrency
1st International Workshop on Quantitative Aspects of Process Mining (QAPM) co-located with the 34th International Conference on Advanced Information Systems Engineering, 2022 (CaiSE 2022)(Event Canceled)- 2nd International Workshop on Streaming Analytics for Process Mining (SA4PM) co-located with the 3rd International Conference on Process Mining, 2021
- 1st International Workshop on Streaming Algorithms for Process Mining (SA4PM) co-located with the 2nd International Conference on Process Mining, 2020
- Demo Track of the 1st International Conference on Process Mining, 2019 (ICPM 2019)
- Demo Track of the 40th International Conference on Application and Theory of Petri Nets, 2019 (Petri Nets 2019)
I act(ed) as a Program Committee Member/Reviewer:
- Journals
- Acta Informatica – Springer
- Algorithms (Open Access Journal) – MDPI
- Business & Information Systems Engineering (BISE) – Springer
- Data & Knowledge Engineering – Elsevier
- Data Mining & Knowledge Discovery – Springer
- International Journal on Software and Systems Modeling (SoSyM) – Springer
- Information Sciences – Elsevier
- Information Systems – Elsevier
- Journal of Biomedical Informatics – Elsevier
- Journal of Systems and Software – Elsevier
- Machine Learning – Springer
- Transactions on Knowledge and Data Engineering – IEEE
- Transactions on Knowledge Discovery from Data – ACM
- Transactions on Services Computing – IEEE
- Conferences/Workshops
- 30th International Conference on Cooperative Information Systems (CoopIS 2024)
- 5th International Conference on Process Mining (ICPM 2024); Research Track
- International Workshop on Petri Nets and Software Engineering (PNSE’24); Co-Located with Petri Nets 2024
- 22nd Int. Conference on Business Process Management (BPM 2024); Engineering Track
- 29th International Conference on Cooperative Information Systems (CoopIS 2023)
- 5th International Conference on Process Mining (ICPM 2023); Research Track
- 21st Int. Conference on Business Process Management (BPM 2023); Engineering Track
- 4th International Conference on Process Mining (ICPM 2022); Main Track
- 20th Int. Conference on Business Process Management (BPM 2022); Engineering Track
- 20th Int. Conference on Business Process Management (BPM 2022); 18th Business Process Intelligence Workshop
- 28th International Conference on Cooperative Information Systems (CoopIS 2022)
- 21st International Conference on Computer Information Systems and Industrial Management Applications (CISIM 2022); Main Track
- 1st Workshop on Trust and Privacy in Process Analytics (ICPM 2021)
- 20th International Conference on Computer Information Systems and Industrial Management Applications (CISIM 2021); Main Track
- 19th Int. Conference on Business Process Management (BPM 2021); Industry Forum
- 19th Int. Conference on Business Process Management (BPM 2021); 17th Business Process Intelligence Workshop
- 19th Int. Conference on Business Process Management (BPM 2021); Foundations Track
- 19th Int. Conference on Business Process Management (BPM 2021); Engineering Track
- 3rd International Conference on Process Mining (ICPM 2021); Main Track
- BPI Challenge 2020 (ICPM 2020)
- Industry form of BPM 2020
- 1st Workshop on Trust and Privacy in Process Analytics (ICPM 2020)
- 2nd International Conference on Process Mining (ICPM 2020); Main Track
- 2nd International Conference on Process Mining (ICPM 2020); Demonstration Track
- 18th Int. Conference on Business Process Management (BPM 2020); Engineering Track
- BPM Demos Track 2020 (BPM 2020)
- The AAAI-20 Workshop on Intelligent Process Automation (IPA-2020)
- BPM Demos Track 2019 (BPM 2019)
- BPI Challenge 2019 (ICPM 2019)
- 1st International Conference on Process Mining, 2019 (ICPM 2019); Main Track
- 17th Int. Conference on Business Process Management (BPM 2019); Engineering Track
(Invited) Talks
- (June 2022) Industry 4.0 Maturity Center GmbH; Workshop “Process Mining in Production” for Professional Certification Course on Digital Transformation
- (May 2022) Erium GmbH; “Process Mining Beyond the Hype; Webinar
- (April 2022) Data Science Darmstadt; “Process Mining Beyond the Hype”; Webinar
- (December 2021) Industry 4.0 Maturity Center GmbH; Workshop “Process Mining in Production” for Professional Certification Course on Digital Transformation
- (June 2021) Hong Kong Productivity Council / FLAIR Webinar “Data Discovery in Manufacturing and Logistics by Process Mining Technology”: “Process Mining in Manufacgturing and Production: From Insights to Action and Improvement”
- (April 2021) KNVI: “Process Mining in Python: PM4Py”
- (April 2021) Ordina Data Driven Open Meetup; Inited Talk: “Process Mining and its Applications to Transaction Monitoring”
- (Mar 2021) Niederrhein Data Science Summit; Invited Talk: “Process Mining: Where Data Science Meets your Processes”
- (Dec 2020) Industry 4.0 Maturity Center GmbH; Workshop “Process Mining in Production” for Professional Certification Course on Digital Transformation
- (Dec. 2020) University of Toronto; Invited Lecture in the BPMM course of Dr. Arik Senderovich
- (Nov. 2020) AWK’20; Talk on Process Mining and Applications in Production; (in German)
- (Sept. 2020) Tutorial on Process Mining using Scripting Languages (BPM Conference)
- (Jul. 2020) Queensland University of Technology; Invited Tutorial on PM4Py
- (Apr. 2020) Masaryk University; Invited Lecture on (Stream-Based) Process Mining
- (Feb. 2020) Data Science Meetup Ordina; Nieuwegein; The Netherlands
- (Jan. 2020) Christian-Albrechts-Universität zu Kiel (Uni Kiel); Guest Lecture on Process Mining, hosted by Prof. Dr. Agnes Koschmider
- (Nov. 2019) Lasaris Research Group; Masaryk University (Conf-Call); Stream-Based Process Mining
- (Nov. 2019) PyData 2019 Eindhoven; Talk on Process Mining