Sebastiaan J. van Zelst

106 papers A* 1A 16B 9Journal 43Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Discovering partially ordered workflow models. Inf. Syst. Humam Kourani, Sebastiaan J. van Zelst, Daniel Schuster, Wil M. P. van der Aalst
2025	J	`jnl`	Towards Multi-Faceted Visual Process Analytics. Inf. Syst. Stef van den Elzen, Mieke Jans, Niels Martin, Femke Pieters, Christian Tominski, Maria-Cruz Villa-Uriol, Sebastiaan J. van Zelst
2024	J	`jnl`	An Invertible State Space for Process Trees. CoRR Gero J. Kolhof, Sebastiaan J. van Zelst
2024	J	`jnl`	Defining and visualizing process execution variants from partially ordered event data. Inf. Sci. Daniel Schuster, Francesca Zerbato, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2024	A	`conf`	Mining Behavioral Patterns for Conformance Diagnostics. BPM Eduardo Goulart Rocha, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2024	A*	`conf`	POWL: Partially Ordered Workflow Language (Extended Abstract). IJCAI Humam Kourani, Sebastiaan J. van Zelst
2023	—	`conf`	Alignment Approximator: A ProM Plug-In to Approximate Conformance Statistics. BPM (Demos / Resources Forum) Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	A	`conf`	Context-Based Activity Label-Splitting. BPM Sebastiaan J. van Zelst, Jonas Tai, Moritz Langenberg, Xixi Lu
2023	J	`jnl`	Cortado: A dedicated process mining tool for interactive process discovery. SoftwareX Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	A	`conf`	Event Abstraction for Partial Order Patterns. BPM Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	A	`conf`	Event Data-Driven Feasibility Checking of Process Schedules. CAiSE Hannes Häfke, Sebastiaan J. van Zelst
2023	J	`jnl`	Explainable concept drift in process mining. Inf. Syst. Jan Niklas Adams, Sebastiaan J. van Zelst, Thomas Rose, Wil M. P. van der Aalst
2023	A	`conf`	Incremental Discovery of Process Models Using Trace Fragments. BPM Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	—	`conf`	Model-Independent Error Bound Estimation for Conformance Checking Approximation. Business Process Management Workshops Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	PM4Py: A process mining library for Python. Softw. Impacts Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster
2023	A	`conf`	POWL: Partially Ordered Workflow Language. BPM Humam Kourani, Sebastiaan J. van Zelst
2023	J	`jnl`	Partial-order-based process mining: a survey and outlook. Knowl. Inf. Syst. Sander J. J. Leemans, Sebastiaan J. van Zelst, Xixi Lu
2023	J	`jnl`	Performance-Preserving Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2023	J	`jnl`	Performance-preserving event log sampling for predictive monitoring. J. Intell. Inf. Syst. Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	—	`conf`	A Framework for Automated Abstraction Class Detection for Event Abstraction. ISDA (2) Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	B	`conf`	A Generic Trace Ordering Framework for Incremental Process Discovery. IDA Daniel Schuster, Emanuel Domnitsch, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	J	`jnl`	Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones. Inf. Syst. Vincent Bloemen, Sebastiaan J. van Zelst, Wil M. P. van der Aalst, Boudewijn F. van Dongen, Jaco van de Pol
2022	B	`conf`	Cache Enhanced Split-Point-Based Alignment Calculation. ICPM Tian Li, Sebastiaan J. van Zelst
2022	B	`conf`	Conformance Checking for Trace Fragments Using Infix and Postfix Alignments. CoopIS Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	J	`jnl`	Conformance Checking for Trace Fragments Using Infix and Postfix Alignments. CoRR Daniel Schuster, Niklas Föcking, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	A	`conf`	Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data. ICSOC Daniel Schuster, Michael Martini, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	J	`jnl`	Control-Flow-Based Querying of Process Executions from Partially Ordered Event Data. CoRR Daniel Schuster, Michael Martini, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	B	`conf`	Enhanced Transformation of BPMN Models with Cancellation Features. EDOC Giorgi Lomidze, Daniel Schuster, Chiao-Yun Li, Sebastiaan J. van Zelst
2022	J	`jnl`	Event Log Sampling for Predictive Monitoring. CoRR Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	—	`ed.`	Joint Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data and the International Workshop on Petri Nets for Twin Transition co-located with the 44th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2023), Caparica, Portugal, June 25-30, 2023. ATAED/PN4TT@Petri Nets Luís Gomes, Paulo Leitão, Robert Lorenz, Jan Martijn E. M. van der Werf, Sebastiaan J. van Zelst
2022	J	`jnl`	Mining context-aware resource profiles in the presence of multitasking. Artif. Intell. Medicine Gerhardus A. W. M. van Hulzen, Chiao-Yun Li, Niels Martin, Sebastiaan J. van Zelst, Benoît Depaire
2022	—	`conf`	Mining for Long-Term Dependencies in Causal Graphs. Business Process Management Workshops Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan J. van Zelst
2022	—	`conf`	PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract). ICPM Doctoral Consortium / Demo Humam Kourani, Sebastiaan J. van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße
2022	—	`ed.`	Proceedings of the Workshop on Algorithms & Theories for the Analysis of Event Data co-located with the 43rd International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets 2022), Bergen, Norway, June 19-24, 2022. ATAED@Petri Nets Robert Lorenz, Jan Martijn E. M. van der Werf, Sebastiaan J. van Zelst
2022	—	`conf`	Temporal Performance Analysis for Block-Structured Process Models in Cortado. CAiSE Forum Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2022	J	`jnl`	Utilizing domain knowledge in data-driven process discovery: A literature review. Comput. Ind. Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	A	`conf`	A Framework for Explainable Concept Drift Detection in Process Mining. BPM Jan Niklas Adams, Sebastiaan J. van Zelst, Lara Quack, Kathrin Hausmann, Wil M. P. van der Aalst, Thomas Rose
2021	J	`jnl`	A Framework for Explainable Concept Drift Detection in Process Mining. CoRR Jan Niklas Adams, Sebastiaan J. van Zelst, Lara Quack, Kathrin Hausmann, Wil M. P. van der Aalst, Thomas Rose
2021	B	`conf`	An Activity Instance Based Hierarchical Framework for Event Abstraction. ICPM Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	B	`conf`	Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling. Petri Nets Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Cortado - An Interactive Tool for Data-Driven Process Discovery and Modeling. CoRR Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	—	`conf`	Data-Driven Process Performance Measurement and Prediction: A Process-Tree-Based Approach. CAiSE Forum Sebastiaan J. van Zelst, Luis F. R. Santos, Wil M. P. van der Aalst
2021	—	`conf`	Demystifying Noise and Outliers in Event Logs: Review and Future Directions. Business Process Management Workshops Agnes Koschmider, Kay Kaczmarek, Mathias Krause, Sebastiaan J. van Zelst
2021	—	`conf`	Event Log Sampling for Predictive Monitoring. ICPM Workshops Mohammadreza Fani Sani, Mozhgan Vazifehdoostirani, Gyunam Park, Marco Pegoraro, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Freezing Sub-Models During Incremental Process Discovery: Extended Version. CoRR Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	A	`conf`	Freezing Sub-models During Incremental Process Discovery. ER Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Model Independent Error Bound Estimation for Conformance Checking Approximation. CoRR Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). CoRR Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
2021	J	`jnl`	The impact of biased sampling of event logs on the performance of process discovery. Computing Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	J	`jnl`	Visualizing Trace Variants From Partially Ordered Event Data. CoRR Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2021	—	`conf`	Visualizing Trace Variants from Partially Ordered Event Data. ICPM Workshops Daniel Schuster, Lukas Schade, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	A Generic Framework for Attribute-Driven Hierarchical Trace Clustering. Business Process Management Workshops Sebastiaan J. van Zelst, Yukun Cao
2020	—	`conf`	Alignment Approximation for Process Trees. ICPM Workshops Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	J	`jnl`	Alignment Approximation for Process Trees. CoRR Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	J	`jnl`	An interdisciplinary comparison of sequence modeling methods for next-element prediction. Softw. Syst. Model. Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst
2020	B	`conf`	Conformance Checking Approximation Using Simulation. ICPM Mohammadreza Fani Sani, Juan J. Garza Gonzalez, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	A	`conf`	Conformance Checking Approximation Using Subset Selection and Edit Distance. CAiSE Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	J	`jnl`	Detection and removal of infrequent behavior from event streams of business processes. Inf. Syst. Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2020	J	`jnl`	Improving the performance of process discovery algorithms by instance selection. Comput. Sci. Inf. Syst. Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	B	`conf`	Incremental Discovery of Hierarchical Process Models. RCIS Daniel Schuster, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	A	`conf`	Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm. BPM Daniel Schuster, Sebastiaan J. van Zelst
2020	J	`jnl`	Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm. CoRR Daniel Schuster, Sebastiaan J. van Zelst
2020	—	`conf`	Process Model Discovery from Sensor Event Data. ICPM Workshops Dominik Janssen, Felix Mannhardt, Agnes Koschmider, Sebastiaan J. van Zelst
2020	—	`conf`	Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP). DATA (Revised Selected Papers) Wil M. P. van der Aalst, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Mahsa Pourbafrani, Merih Seran Uysal, Sebastiaan J. van Zelst
2020	J	`jnl`	Repairing Alignments of Process Models. Bus. Inf. Syst. Eng. Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Borja Vázquez-Barreiros, Manuel Lama, Manuel Mucientes
2020	A	`conf`	Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics. ER Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Stage-Based Process Performance Analysis. ICSOC Workshops Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining. BIS Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	—	`conf`	Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics. IHSI Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2020	J	`jnl`	Translating Workflow Nets to Process Trees: An Algorithmic Approach. Algorithms Sebastiaan J. van Zelst, Sander J. J. Leemans
2020	J	`jnl`	Translating Workflow Nets to Process Trees: An Algorithmic Approach. CoRR Sebastiaan J. van Zelst
2020	B	`conf`	Using Multi-Level Information in Hierarchical Process Mining: Balancing Behavioural Quality and Model Complexity. ICPM Sander J. J. Leemans, Kanika Goel, Sebastiaan J. van Zelst
2019	—	`conf`	A Generic Approach for Process Performance Analysis Using Bipartite Graph Matching. Business Process Management Workshops Chiao-Yun Li, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Automated Robotic Process Automation: A Self-Learning Approach. OTM Conferences Junxiong Gao, Sebastiaan J. van Zelst, Xixi Lu, Wil M. P. van der Aalst
2019	J	`jnl`	Conformance Checking Approximation using Subset Selection and Edit Distance. CoRR Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models. BPM (PhD/Demos) Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	J	`jnl`	On the application of sequential pattern mining primitives to process discovery: Overview, outlook and opportunity identification. WIREs Data Mining Knowl. Discov. Marwan Hassani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	J	`jnl`	Online conformance checking: relating event streams to process models using prefix-alignments. Int. J. Data Sci. Anal. Sebastiaan J. van Zelst, Alfredo Bolt, Marwan Hassani, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2019	—	`conf`	PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack. BPM (PhD/Demos) Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	J	`jnl`	Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science. CoRR Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	J	`jnl`	Repairing Outlier Behaviour in Event Logs using Contextual Behaviour. Enterp. Model. Inf. Syst. Archit. Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	Scenario-Based Prediction of Business Processes Using System Dynamics. OTM Conferences Mahsa Pourbafrani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2019	—	`conf`	The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms. ADBIS (Short Papers and Workshops) Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2018	—	`conf`	An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models. BPMDS/EMMSAD@CAiSE Niek Tax, Sebastiaan J. van Zelst, Irene Teinemaa
2018	J	`jnl`	An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction. CoRR Niek Tax, Irene Teinemaa, Sebastiaan J. van Zelst
2018	—	`conf`	Applying Sequence Mining for Outlier Detection in Process Mining. OTM Conferences (2) Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2018	J	`jnl`	Computing Alignments of Event Data and Process Models. Trans. Petri Nets Other Model. Concurr. Sebastiaan J. van Zelst, Alfredo Bolt, Boudewijn F. van Dongen
2018	J	`jnl`	Discovering workflow nets using integer linear programming. Computing Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst, H. M. W. Verbeek
2018	J	`jnl`	Event stream-based process discovery using abstract representations. Knowl. Inf. Syst. Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2018	A	`conf`	Filtering Spurious Events from Event Streams of Business Processes. CAiSE Sebastiaan J. van Zelst, Mohammadreza Fani Sani, Alireza Ostovar, Raffaele Conforti, Marcello La Rosa
2018	A	`conf`	Maximizing Synchronization for Aligning Observed and Modelled Behaviour. BPM Vincent Bloemen, Sebastiaan J. van Zelst, Wil M. P. van der Aalst, Boudewijn F. van Dongen, Jaco van de Pol
2018	A	`conf`	Online Conformance Checking Using Behavioural Patterns. BPM Andrea Burattin, Sebastiaan J. van Zelst, Abel Armas-Cervantes, Boudewijn F. van Dongen, Josep Carmona
2018	—	`conf`	Repairing Outlier Behaviour in Event Logs. BIS Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2017	J	`jnl`	Discovering Relaxed Sound Workflow Nets using Integer Linear Programming. CoRR Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst, H. M. W. Verbeek
2017	J	`jnl`	Event Stream-Based Process Discovery using Abstract Representations. CoRR Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2017	—	`conf`	Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities. Business Process Management Workshops Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2017	J	`jnl`	RapidProM: Mine Your Processes and Not Just Your Data. CoRR Wil M. P. van der Aalst, Alfredo Bolt, Sebastiaan J. van Zelst
2017	—	`conf`	Tuning Alignment Computation: An Experimental Evaluation. ATAED@Petri Nets/ACSD Sebastiaan J. van Zelst, Alfredo Bolt, Boudewijn F. van Dongen
2016	—	`conf`	Online Discovery of Cooperative Structures in Business Processes. OTM Conferences Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2016	—	`conf`	Repairing Alignments: Striking the Right Nerve. BMMDS/EMMSAD Borja Vázquez-Barreiros, Sebastiaan J. van Zelst, Joos C. A. M. Buijs, Manuel Lama, Manuel Mucientes
2015	—	`conf`	Assessing Process Discovery Scalability in Data Intensive Environments. BDC Sergio Hernández, Joaquin Ezpeleta, Sebastiaan J. van Zelst, Wil M. P. van der Aalst
2015	A	`conf`	Avoiding Over-Fitting in ILP-Based Process Discovery. BPM Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2015	—	`conf`	Handling Big(ger) Logs: Connecting ProM 6 to Apache Hadoop. BPM (Demos) Sergio Hernández, Sebastiaan J. van Zelst, Joaquín Ezpeleta, Wil M. P. van der Aalst
2015	—	`conf`	ILP-Based Process Discovery Using Hybrid Regions. ATAED@Petri Nets/ACSD Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2015	—	`conf`	Know What You Stream: Generating Event Streams from CPN Models in ProM 6. BPM (Demos) Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst
2014	—	`conf`	Data Streams in ProM 6: A Single-node Architecture. BPM (Demos) Sebastiaan J. van Zelst, Andrea Burattin, Boudewijn F. van Dongen, H. M. W. Verbeek