Sander J. J. Leemans

104 papers A* 1A 14B 20C 2Misc 1Journal 33Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	A Full Picture in Conformance Checking: Efficiently Summarizing All Optimal Alignments. BPM Philipp Bär, Moe Thandar Wynn, Sander J. J. Leemans
2025	J	`jnl`	Abstract-and-compare stochastic conformance checking. Process Sci. Eduardo Goulart Rocha, Sander J. J. Leemans, Wil M. P. van der Aalst
2025	B	`conf`	Discovering Stochastic Causal Nets. ICPM Tian Li, Sander J. J. Leemans, Artem Polyvyanyy
2025	B	`conf`	Discovering the Influence of Exogenous Data on Decisions in Processes. Petri Nets Adam Banham, Yannis Bertrand, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans
2025	B	`conf`	Enjoy the Silence, Part II: Probability-Based Queries on Stochastic Labelled Petri Nets. Petri Nets Sander J. J. Leemans, Marco Montali, Timo Gersing, Felix Engelhardt, Natalia Sidorova
2025	B	`conf`	Hypothesis Testing for Processes. ICPM Cameron Pitsch, Tobias Brockhoff, Jan Niklas Adams, Sander J. J. Leemans, Leo Anthony Celi, Wil M. P. van der Aalst
2025	B	`conf`	Modeling and Discovering Dynamic Identity Relations in Object-Centric Process Mining. ICPM Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2025	B	`conf`	Modelling and Estimating Inter-Case Effects in Business Processes Stochastically. EDOC Sander J. J. Leemans, Michael Grohs, Jana-Rebecca Rehse
2025	J	`jnl`	On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery. ACM Trans. Softw. Eng. Methodol. Jana-Rebecca Rehse, Sander J. J. Leemans, Peter Fettke, Jan Martijn E. M. van der Werf
2025	B	`conf`	Out of Babylon: Object-Centric Conformance Checking on Graph-Based Abstractions. CoopIS Erik Wrede, Jan Niklas van Detten, Lukas Liss, Sander J. J. Leemans
2025	J	`jnl`	Partially ordered stochastic conformance checking. Knowl. Inf. Syst. Sander J. J. Leemans, Tobias Brockhoff, Wil M. P. van der Aalst, Artem Polyvyanyy
2025	J	`jnl`	Process Mining Success Factors and Their Interrelationships. Bus. Inf. Syst. Eng. Azumah Mamudu, Wasana Bandara, Moe Thandar Wynn, Sander J. J. Leemans
2025	B	`conf`	Skip Probabilities for Subprocesses. ICPM Philipp Bär, Adam T. Burke, Moe Thandar Wynn, Sander J. J. Leemans
2025	A	`conf`	Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models. BPM Tian Li, Artem Polyvyanyy, Sander J. J. Leemans
2025	J	`jnl`	Stochastic Alignments: Matching an Observed Trace to Stochastic Process Models. CoRR Tian Li, Artem Polyvyanyy, Sander J. J. Leemans
2025	—	`conf`	Stochastic BPMN and Their Conformance. BPM (Forum) Aleksandar Kuzmanoski, Jan Niklas van Detten, Sander J. J. Leemans
2025	J	`jnl`	Technical Report with Proofs for A Full Picture in Conformance Checking: Efficiently Summarizing All Optimal Alignments. CoRR Philipp Bär, Moe Thandar Wynn, Sander J. J. Leemans
2025	B	`conf`	Your Secret Is Safe With Me: Federated Directly-Follows Graph Discovery. ICPM Christian Rennert, Julian Albers, Sander J. J. Leemans, Wil M. P. van der Aalst
2024	—	`conf`	A Framework for Advanced Case Notions in Object-Centric Process Mining. ICPM Workshops Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2024	J	`jnl`	A chance for models to show their quality: Stochastic process model-log dimensions. Inf. Syst. Adam T. Burke, Sander J. J. Leemans, Moe Thandar Wynn, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
2024	J	`jnl`	An Interdisciplinary Survey on Information Flows in Supply Chains. CoRR Jan Pennekamp, Roman Matzutt, Christopher Klinkmüller, Lennart Bader, Martin Serror, Eric Wagner, Sidra Malik, Maria Spiß, Jessica Rahn, Tan Gürpinar, Eduard Vlad, Sander J. J. Leemans, Salil S. Kanhere, Volker Stich, Klaus Wehrle
2024	J	`jnl`	An Interdisciplinary Survey on Information Flows in Supply Chains. ACM Comput. Surv. Jan Pennekamp, Roman Matzutt, Christopher Klinkmüller, Lennart Bader, Martin Serror, Eric Wagner, Sidra Malik, Maria Spiß, Jessica Rahn, Tan Gürpinar, Eduard Vlad, Sander J. J. Leemans, Salil S. Kanhere, Volker Stich, Klaus Wehrle
2024	J	`jnl`	Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining. Inf. Syst. Andreas Egger, Arthur H. M. ter Hofstede, Wolfgang Kratsch, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn
2024	J	`jnl`	Comparing Conformance Checking for Decision Mining: An Axiomatic Approach. IEEE Access Adam Banham, Arthur H. M. ter Hofstede, Sander J. J. Leemans, Felix Mannhardt, Robert Andrews, Moe Thandar Wynn
2024	—	`conf`	Differentially Private Event Logs with Case Attributes. ICPM Workshops Hannes Ueck, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans
2024	B	`conf`	Discovering Compact, Live and Identifier-Sound Object-Centric Process Models. ICPM Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2024	—	`conf`	Ebi - a Stochastic Process Mining Framework. ICPM Doctoral Consortium / Demo Sander J. J. Leemans, Tian Li, Jan Niklas van Detten
2024	J	`jnl`	Enjoy the silence: Analysis of stochastic Petri nets with silent transitions. Inf. Syst. Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
2024	—	`conf`	Learning Generalized Stochastic Petri Nets From Event Data. Principles of Verification (3) Wil M. P. van der Aalst, Sander J. J. Leemans
2024	—	`conf`	Locally Optimized Process Tree Discovery. ICPM Workshops Calvin Schröder, Jan Niklas van Detten, Sander J. J. Leemans
2024	A	`conf`	Object Synchronizations and Specializations with Silent Objects in Object-Centric Petri Nets. BPM Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2024	—	`ed.`	Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2024 co-located with 22nd International Conference on Business Process Management (BPM 2024), Krakow, Poland, September 1st to 6th, 2024. BPM (Demos / Resources Forum) Adela del-Río-Ortega, Marco Montali, Stefanie Rinderle-Ma, Hajo A. Reijers, Jan vom Brocke, Mathias Weske, Benoît Depaire, Marta Indulska, Han van der Aa, Weronika T. Adrian, Laura Genga, Sander J. J. Leemans, Katarzyna Gdowska, María Teresa Gómez-López, Jana-Rebecca Rehse, Simone Agostinelli
2024	B	`conf`	Stochastic Conformance Checking Based on Expected Subtrace Frequency. ICPM Eduardo Goulart Rocha, Sander J. J. Leemans, Wil M. P. van der Aalst
2024	A	`conf`	Stochastic Process Discovery: Can It Be Done Optimally? CAiSE Sander J. J. Leemans, Tian Li, Marco Montali, Artem Polyvyanyy
2024	—	`conf`	The Jensen-Shannon Distance for Stochastic Conformance Checking. ICPM Workshops Tian Li, Sander J. J. Leemans, Artem Polyvyanyy
2023	J	`jnl`	A process mining impacts framework. Bus. Process. Manag. J. Azumah Mamudu, Wasana Bandara, Sander J. J. Leemans, Moe Thandar Wynn
2023	B	`conf`	An Approximate Inductive Miner. ICPM Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans
2023	—	`conf`	Digital Health Data Imperfection Patterns and Their Manifestations in an Australian Digital Hospital. HICSS Kanika Goel, Sareh Sadeghianasl, Robert Andrews, Arthur H. M. ter Hofstede, Moe Wynn, Dakshi Kapugama Geeganage, Sander J. J. Leemans, James M. McGree, Rebekah Eden, Andrew Staib, Rob Eley, Raelene Donovan
2023	J	`jnl`	Enjoy the Silence: Analysis of Stochastic Petri Nets with Silent Transitions. CoRR Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
2023	A*	`conf`	Finite-Trace Analysis of Stochastic Systems with Silent Transitions (Extended Abstract). IJCAI Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
2023	A	`conf`	Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve? BPM Massimiliano de Leoni, Francesco Vinci, Sander J. J. Leemans, Felix Mannhardt
2023	B	`conf`	Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking. Petri Nets Felix Mannhardt, Sander J. J. Leemans, Christopher T. Schwanen, Massimiliano de Leoni
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`	Process mining for healthcare decision analytics with micro-costing estimations. Artif. Intell. Medicine Sander J. J. Leemans, Andrew Partington, Jonathan Karnon, Moe Thandar Wynn
2023	J	`jnl`	Significant stochastic dependencies in process models. Inf. Syst. Sander J. J. Leemans, Lisa Luise Mannel, Natalia Sidorova
2023	B	`conf`	State Snapshot Process Discovery on Career Paths of Qing Dynasty Civil Servants. ICPM Adam T. Burke, Sander J. J. Leemans, Moe Thandar Wynn, Cameron D. Campbell
2023	J	`jnl`	Statistical Tests and Association Measures for Business Processes. IEEE Trans. Knowl. Data Eng. Sander J. J. Leemans, James M. McGree, Artem Polyvyanyy, Arthur H. M. ter Hofstede
2023	A	`conf`	Stochastic-Aware Comparative Process Mining in Healthcare. BPM Tabib Ibne Mazhar, Asad Tariq, Sander J. J. Leemans, Kanika Goel, Moe Thandar Wynn, Andrew Staib
2023	J	`jnl`	Stochastic-aware precision and recall measures for conformance checking in process mining. Inf. Syst. Sander J. J. Leemans, Artem Polyvyanyy
2022	A	`conf`	A Process Mining Success Factors Model. BPM Azumah Mamudu, Wasana Bandara, Moe Thandar Wynn, Sander J. J. Leemans
2022	—	`conf`	A Tool for Assisted Business Process Redesign. BPM (PhD/Demos) Tobias Fehrer, Dominik Andreas Fischer, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn
2022	—	`conf`	Alpha Precision: Estimating the Significant System Behavior in a Model. BPM (Forum) Benoît Depaire, Gert Janssenswillen, Sander J. J. Leemans
2022	J	`jnl`	An assisted approach to business process redesign. Decis. Support Syst. Tobias Fehrer, Dominik Andreas Fischer, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn
2022	A	`conf`	Causal Reasoning over Control-Flow Decisions in Process Models. CAiSE Sander J. J. Leemans, Niek Tax
2022	—	`conf`	FilterTree: a Repeatable Branching XES Editor (Extended Abstract). ICPM Doctoral Consortium / Demo Sander J. J. Leemans
2022	J	`jnl`	Language-Preserving Reduction Rules for Block-Structured Workflow Nets. CoRR Sander J. J. Leemans
2022	—	`conf`	Leveraging Frequencies in Event Data a Pledge for Stochastic Process Mining. ATAED@Petri Nets Sander J. J. Leemans
2022	C	`conf`	Online Assessment and COVID: Opportunities and Challenges. ACE Simon, Meena Jha, Sander J. J. Leemans, Regina Berretta, Ayse Aysin Bilgin, Lakmali Jayarathna, Judy Sheard
2022	J	`jnl`	Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations. ACM Trans. Knowl. Discov. Data Kanika Goel, Sander J. J. Leemans, Niels Martin, Moe Thandar Wynn
2022	A	`conf`	Reasoning on Labelled Petri Nets and Their Dynamics in a Stochastic Setting. BPM Sander J. J. Leemans, Fabrizio Maria Maggi, Marco Montali
2022	—	`book`	Robust Process Mining with Guarantees - Process Discovery, Conformance Checking and Enhancement Sander J. J. Leemans
2022	B	`conf`	Stochastic Process Model-Log Quality Dimensions: An Experimental Study. ICPM Adam T. Burke, Sander J. J. Leemans, Moe Thandar Wynn, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede
2022	J	`jnl`	xPM: Enhancing exogenous data visibility. Artif. Intell. Medicine Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews, Kevin B. Laupland, Lucy Shinners
2021	A	`conf`	A Case Study of Inconsistency in Process Mining Use: Implications for the Theory of Effective Use. BPM Rebekah Eden, Rehan Syed, Sander J. J. Leemans, Joos A. C. M. Buijs
2021	B	`conf`	Discovering Stochastic Process Models by Reduction and Abstraction. Petri Nets Adam Burke, Sander J. J. Leemans, Moe Thandar Wynn
2021	—	`conf`	Improving PhD Student Journeys: Insights from an Australian Higher Education Institution. BPM Industry Forum Kanika Goel, Sander J. J. Leemans, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Janne Barnes
2021	J	`jnl`	Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study. Bus. Inf. Syst. Eng. Niels Martin, Dominik Andreas Fischer, Georgi Dimov Kerpedzhiev, Kanika Goel, Sander J. J. Leemans, Maximilian Röglinger, Wil M. P. van der Aalst, Marlon Dumas, Marcello La Rosa, Moe Thandar Wynn
2021	J	`jnl`	Optimization framework for DFG-based automated process discovery approaches. Softw. Syst. Model. Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander J. J. Leemans, Seppe K. L. M. vanden Broucke
2021	—	`ed.`	Process Mining Workshops - ICPM 2020 International Workshops, Padua, Italy, October 5-8, 2020, Revised Selected Papers ICPM Workshops Sander J. J. Leemans, Henrik Leopold
2021	J	`jnl`	Stochastic process mining: Earth movers' stochastic conformance. Inf. Syst. Sander J. J. Leemans, Wil M. P. van der Aalst, Tobias Brockhoff, Artem Polyvyanyy
2021	—	`conf`	xPM: A Framework for Process Mining with Exogenous Data. ICPM Workshops Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews
2020	A	`conf`	Bot Log Mining: Using Logs from Robotic Process Automation for Process Mining. ER Andreas Egger, Arthur H. M. ter Hofstede, Wolfgang Kratsch, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn
2020	C	`conf`	Building 'holistic' Business process modelling skills for IS graduates. ICIS Wasana Bandara, Mythreyi Velmurugan, Sander J. J. Leemans
2020	—	`conf`	Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. ICPM Doctoral Consortium / Tools Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
2020	J	`jnl`	Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. CoRR Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
2020	—	`conf`	Identifying Cohorts that Differ in their Behaviour: Tool Support. ER Forum/Posters/Demos Sander J. J. Leemans, Shiva Shabaninejad, Kanika Goel, Hassan Khosravi, Shazia Sadiq, Moe Thandar Wynn
2020	A	`conf`	Identifying Cohorts: Recommending Drill-Downs Based on Differences in Behaviour for Process Mining. ER Sander J. J. Leemans, Shiva Shabaninejad, Kanika Goel, Hassan Khosravi, Shazia Sadiq, Moe Thandar Wynn
2020	J	`jnl`	Information-preserving abstractions of event data in process mining. Knowl. Inf. Syst. Sander J. J. Leemans, Dirk Fahland
2020	—	`conf`	Process Mining Adoption - A Technology Continuity Versus Discontinuity Perspective. BPM (Forum) Rehan Syed, Sander J. J. Leemans, Rebekah Eden, Joos A. C. M. Buijs
2020	Misc	`conf`	Process discovery using in-database minimum self distance abstractions. SAC Alifah Syamsiyah, Sander J. J. Leemans
2020	—	`conf`	Recommending Insightful Drill-Downs Based on Learning Processes for Learning Analytics Dashboards. AIED (1) Shiva Shabaninejad, Hassan Khosravi, Sander J. J. Leemans, Shazia Sadiq, Marta Indulska
2020	J	`jnl`	Robotic Process Automation: Contemporary themes and challenges. Comput. Ind. Rehan Syed, Suriadi Suriadi, Michael Adams, Wasana Bandara, Sander J. J. Leemans, Chun Ouyang, Arthur H. M. ter Hofstede, Inge van de Weerd, Moe Thandar Wynn, Hajo A. Reijers
2020	J	`jnl`	Robust Drift Characterization from Event Streams of Business Processes. ACM Trans. Knowl. Discov. Data Alireza Ostovar, Sander J. J. Leemans, Marcello La Rosa
2020	—	`conf`	Stochastic Process Discovery by Weight Estimation. ICPM Workshops Adam Burke, Sander J. J. Leemans, Moe Thandar Wynn
2020	A	`conf`	Stochastic-Aware Conformance Checking: An Entropy-Based Approach. CAiSE Sander J. J. Leemans, Artem Polyvyanyy
2020	J	`jnl`	Translating Workflow Nets to Process Trees: An Algorithmic Approach. Algorithms Sebastiaan J. van Zelst, Sander J. J. Leemans
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	—	`ch.`	Automated Process Discovery. Encyclopedia of Big Data Technologies Sander J. J. Leemans
2019	B	`conf`	Directly Follows-Based Process Mining: Exploration & a Case Study. ICPM Sander J. J. Leemans, Erik Poppe, Moe Thandar Wynn
2019	—	`conf`	Earth Movers' Stochastic Conformance Checking. BPM Forum Sander J. J. Leemans, Anja F. Syring, Wil M. P. van der Aalst
2018	—	`conf`	Indulpet Miner: Combining Discovery Algorithms. OTM Conferences (1) Sander J. J. Leemans, Niek Tax, Arthur H. M. ter Hofstede
2018	—	`conf`	Robust Process Mining with Guarantees. BPM (Dissertation/Demos/Industry) Sander J. J. Leemans
2018	J	`jnl`	Scalable process discovery and conformance checking. Softw. Syst. Model. Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2015	—	`conf`	Discovering Queues from Event Logs with Varying Levels of Information. Business Process Management Workshops Arik Senderovich, Sander J. J. Leemans, Shahar Harel, Avigdor Gal, Avishai Mandelbaum, Wil M. P. van der Aalst
2015	A	`conf`	PM ^2 : A Process Mining Project Methodology. CAiSE Maikel L. van Eck, Xixi Lu, Sander J. J. Leemans, Wil M. P. van der Aalst
2015	—	`conf`	Scalable Process Discovery with Guarantees. BMMDS/EMMSAD Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2015	—	`conf`	Using Life Cycle Information in Process Discovery. Business Process Management Workshops Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2014	B	`conf`	Discovering Block-Structured Process Models from Incomplete Event Logs. Petri Nets Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2014	—	`conf`	Exploring Processes and Deviations. Business Process Management Workshops Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2014	—	`conf`	Process Discovery and Exploration. Business Process Management Workshops Sander J. J. Leemans
2014	—	`conf`	Process and Deviation Exploration with Inductive Visual Miner. BPM (Demos) Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2013	B	`conf`	Discovering Block-Structured Process Models from Event Logs - A Constructive Approach. Petri Nets Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2013	—	`conf`	Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour. Business Process Management Workshops Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
2013	J	`jnl`	Formalising and analysing the control software of the Compact Muon Solenoid Experiment at the Large Hadron Collider. Sci. Comput. Program. Yi-Ling Hwong, Jeroen J. A. Keiren, Vincent J. J. Kusters, Sander J. J. Leemans, Tim A. C. Willemse