Sebastiaan J. van Zelst

According to our database, Sebastiaan J. van Zelst authored at least 88 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Defining and visualizing process execution variants from partially ordered event data.

Daniel Schuster, Francesca Zerbato, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Inf. Sci., February, 2024

An Invertible State Space for Process Trees.

Gero J. Kolhof, Sebastiaan J. van Zelst

CoRR, 2024

POWL: Partially Ordered Workflow Language (Extended Abstract).

Humam Kourani, Sebastiaan J. van Zelst

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Mining Behavioral Patterns for Conformance Diagnostics.

Eduardo Goulart Rocha, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

PM4Py: A process mining library for Python.

Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster

Softw. Impacts, September, 2023

Performance-preserving event log sampling for predictive monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

J. Intell. Inf. Syst., August, 2023

Cortado: A dedicated process mining tool for interactive process discovery.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

SoftwareX, May, 2023

Explainable concept drift in process mining.

Jan Niklas Adams, Sebastiaan J. van Zelst, Thomas Rose, Wil M. P. van der Aalst

Inf. Syst., March, 2023

Partial-order-based process mining: a survey and outlook.

Sander J. J. Leemans, Sebastiaan J. van Zelst, Xixi Lu

Knowl. Inf. Syst., January, 2023

Event Data-Driven Feasibility Checking of Process Schedules.

Hannes Häfke, Sebastiaan J. van Zelst

Proceedings of the Advanced Information Systems Engineering, 2023

Context-Based Activity Label-Splitting.

Sebastiaan J. van Zelst, Jonas Tai, Moritz Langenberg, Xixi Lu

Proceedings of the Business Process Management - 21st International Conference, 2023

Incremental Discovery of Process Models Using Trace Fragments.

Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 21st International Conference, 2023

Model-Independent Error Bound Estimation for Conformance Checking Approximation.

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

Proceedings of the Business Process Management Workshops, 2023

Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics.

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

Proceedings of the Best Dissertation Award, 2023

Event Abstraction for Partial Order Patterns.

Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 21st International Conference, 2023

POWL: Partially Ordered Workflow Language.

Humam Kourani, Sebastiaan J. van Zelst

Proceedings of the Business Process Management - 21st International Conference, 2023

2022

Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones.

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

Inf. Syst., 2022

Utilizing domain knowledge in data-driven process discovery: A literature review.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Comput. Ind., 2022

Mining context-aware resource profiles in the presence of multitasking.

Gerhardus A. W. M. van Hulzen, Chiao-Yun Li, Niels Martin, Sebastiaan J. van Zelst, Benoît Depaire

Artif. Intell. Medicine, 2022

A Framework for Automated Abstraction Class Detection for Event Abstraction.

Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

A Generic Trace Ordering Framework for Incremental Process Discovery.

Daniel Schuster, Emanuel Domnitsch, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data.

Daniel Schuster, Michael Martini, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Cache Enhanced Split-Point-Based Alignment Calculation.

Tian Li, Sebastiaan J. van Zelst

Proceedings of the 4th International Conference on Process Mining, 2022

PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract).

Humam Kourani, Sebastiaan J. van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Enhanced Transformation of BPMN Models with Cancellation Features.

Giorgi Lomidze, Daniel Schuster, Chiao-Yun Li, Sebastiaan J. van Zelst

Proceedings of the Enterprise Design, Operations, and Computing, 2022

Conformance Checking for Trace Fragments Using Infix and Postfix Alignments.

Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Cooperative Information Systems - 28th International Conference, 2022

Temporal Performance Analysis for Block-Structured Process Models in Cortado.

Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Intelligent Information Systems, 2022

Mining for Long-Term Dependencies in Causal Graphs.

Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan J. van Zelst

Proceedings of the Business Process Management Workshops, 2022

2021

Freezing Sub-Models During Incremental Process Discovery: Extended Version.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

CoRR, 2021

The impact of biased sampling of event logs on the performance of process discovery.

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

Computing, 2021

Visualizing Trace Variants from Partially Ordered Event Data.

Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Event Log Sampling for Predictive Monitoring.

Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

An Activity Instance Based Hierarchical Framework for Event Abstraction.

Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the 3rd International Conference on Process Mining, 2021

Freezing Sub-models During Incremental Process Discovery.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Conceptual Modeling - 40th International Conference, 2021

Data-Driven Process Performance Measurement and Prediction: A Process-Tree-Based Approach.

Sebastiaan J. van Zelst, Luis F. R. Santos, Wil M. P. van der Aalst

Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

Demystifying Noise and Outliers in Event Logs: Review and Future Directions.

Agnes Koschmider, Kay Kaczmarek, Mathias Krause, Sebastiaan J. van Zelst

Proceedings of the Business Process Management Workshops, 2021

A Framework for Explainable Concept Drift Detection in Process Mining.

Jan Niklas Adams, Sebastiaan J. van Zelst, Lara Quack, Kathrin Hausmann, Wil M. P. van der Aalst, Thomas Rose

Proceedings of the Business Process Management - 19th International Conference, 2021

Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2021

2020

An interdisciplinary comparison of sequence modeling methods for next-element prediction.

Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst

Softw. Syst. Model., 2020

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

Inf. Syst., 2020

Translating Workflow Nets to Process Trees: An Algorithmic Approach.

Sebastiaan J. van Zelst

CoRR, 2020

Improving the performance of process discovery algorithms by instance selection.

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

Comput. Sci. Inf. Syst., 2020

Repairing Alignments of Process Models.

Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Borja Vázquez-Barreiros, Manuel Lama, Manuel Mucientes

Bus. Inf. Syst. Eng., 2020

Translating Workflow Nets to Process Trees: An Algorithmic Approach.

Sebastiaan J. van Zelst, Sander J. J. Leemans

Algorithms, 2020

Incremental Discovery of Hierarchical Process Models.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Research Challenges in Information Science, 2020

Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics.

Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Intelligent Human Systems Integration 2020, 2020

Stage-Based Process Performance Analysis.

Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

Alignment Approximation for Process Trees.

Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2020

Conformance Checking Approximation Using Simulation.

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

Proceedings of the 2nd International Conference on Process Mining, 2020

Using Multi-Level Information in Hierarchical Process Mining: Balancing Behavioural Quality and Model Complexity.

Sander J. J. Leemans, Kanika Goel, Sebastiaan J. van Zelst

Proceedings of the 2nd International Conference on Process Mining, 2020

Process Model Discovery from Sensor Event Data.

Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst

Proceedings of the Process Mining Workshops, 2020

Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics.

Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Conceptual Modeling - 39th International Conference, 2020

Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP).

Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst

Proceedings of the Data Management Technologies and Applications, 2020

Conformance Checking Approximation Using Subset Selection and Edit Distance.

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

Proceedings of the Advanced Information Systems Engineering, 2020

A Generic Framework for Attribute-Driven Hierarchical Trace Clustering.

Sebastiaan J. van Zelst, Yukun Cao

Proceedings of the Business Process Management Workshops, 2020

Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm.

Daniel Schuster, Sebastiaan J. van Zelst

Proceedings of the Business Process Management - 18th International Conference, 2020

Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining.

Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Information Systems - 23rd International Conference, 2020

2019

On the application of sequential pattern mining primitives to process discovery: Overview, outlook and opportunity identification.

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

WIREs Data Mining Knowl. Discov., 2019

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

Int. J. Data Sci. Anal., 2019

Repairing Outlier Behaviour in Event Logs using Contextual Behaviour.

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

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 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

CoRR, 2019

Scenario-Based Prediction of Business Processes Using System Dynamics.

Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Automated Robotic Process Automation: A Self-Learning Approach.

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

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 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 Dissertation Award, 2019

A Generic Approach for Process Performance Analysis Using Bipartite Graph Matching.

Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2019

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 Dissertation Award, 2019

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

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Computing Alignments of Event Data and Process Models.

Sebastiaan J. van Zelst, Alfredo Bolt, Boudewijn F. van Dongen

Trans. Petri Nets Other Model. Concurr., 2018

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., 2018

Discovering workflow nets using integer linear programming.

Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst, H. M. W. Verbeek

Computing, 2018

Applying Sequence Mining for Outlier Detection in Process Mining.

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

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Filtering Spurious Events from Event Streams of Business Processes.

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

Proceedings of the Advanced Information Systems Engineering, 2018

An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models.

Niek Tax, Sebastiaan J. van Zelst, Irene Teinemaa

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2018

Online Conformance Checking Using Behavioural Patterns.

Andrea Burattin, Sebastiaan J. van Zelst, Abel Armas-Cervantes, Boudewijn F. van Dongen, Josep Carmona

Proceedings of the Business Process Management - 16th International Conference, 2018

Maximizing Synchronization for Aligning Observed and Modelled Behaviour.

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

Proceedings of the Business Process Management - 16th International Conference, 2018

Repairing Outlier Behaviour in Event Logs.

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

Proceedings of the Business Information Systems - 21st International Conference, 2018

2017

Discovering Relaxed Sound Workflow Nets using Integer Linear Programming.

Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst, H. M. W. Verbeek

CoRR, 2017

RapidProM: Mine Your Processes and Not Just Your Data.

Wil M. P. van der Aalst, Alfredo Bolt, Sebastiaan J. van Zelst

CoRR, 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

Proceedings of the Business Process Management Workshops, 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, 2017

2016

Online Discovery of Cooperative Structures in Business Processes.

Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Repairing Alignments: Striking the Right Nerve.

Borja Vázquez-Barreiros, Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Manuel Lama, Manuel Mucientes

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2016

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 the Business Process Management - 13th International Conference, 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), 2015

Handling Big(ger) Logs: Connecting ProM 6 to Apache Hadoop.

Sergio Hernández, Sebastiaan J. van Zelst, Joaquín Ezpeleta, 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), 2015

Assessing Process Discovery Scalability in Data Intensive Environments.

Sergio Hernández, Joaquin Ezpeleta, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 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, 2015

2014

Data Streams in ProM 6: A Single-node Architecture.

Sebastiaan J. van Zelst, Andrea Burattin, Boudewijn F. van Dongen, H. M. W. Verbeek

Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014