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ORCIDBenoît Depaire
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- affiliation: Hasselt University, Belgium
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Journal Articles
- 2024
[j24]Greg Van Houdt
, Massimiliano de Leoni, Niels Martin, Benoît Depaire:
An empirical evaluation of unsupervised event log abstraction techniques in process mining. Inf. Syst. 121: 102320 (2024)- 2023
- [j23]Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato:
The biggest business process management problems to solve before we die. Comput. Ind. 146: 103837 (2023) - [j22]Leen Jooken, Benoît Depaire, Mieke Jans:
Mining Recency-Frequency-Monetary enriched insights into resources' collaboration behavior from event data. Eng. Appl. Artif. Intell. 126: 106765 (2023) - [j21]Greg Van Houdt, Niels Martin, Benoît Depaire:
AITIA-PM: Discovering the true causes of events in a process mining context. Eng. Appl. Artif. Intell. 126(Part D): 107145 (2023) - [j20]Hans Geboers, Benoît Depaire:
A Rational Risk Policy? Why Path Dependence Matters. Entropy 25(2): 202 (2023) - 2022
- [j19]Gerhardus A. W. M. van Hulzen, Chiao-Yun Li, Niels Martin, Sebastiaan J. van Zelst, Benoît Depaire:
Mining context-aware resource profiles in the presence of multitasking. Artif. Intell. Medicine 134: 102434 (2022) - [j18]Gerhardus van Hulzen, Niels Martin, Benoît Depaire, Geert Souverijns:
Supporting capacity management decisions in healthcare using data-driven process simulation. J. Biomed. Informatics 129: 104060 (2022) - 2021
- [j17]Mieke Jans, Jochen De Weerdt, Benoît Depaire, Marlon Dumas, Gert Janssenswillen:
Conformance Checking in Process Mining. Inf. Syst. 102: 101851 (2021) - [j16]Niels Martin, Andreas Solti, Jan Mendling, Benoît Depaire, An Caris:
Mining Batch Activation Rules from Event Logs. IEEE Trans. Serv. Comput. 14(6): 1837-1848 (2021) - 2020
- [j15]Niels Martin, Benoît Depaire, An Caris, Dimitri Schepers:
Retrieving the resource availability calendars of a process from an event log. Inf. Syst. 88 (2020) - [j14]Jeroen Corstjens, Benoît Depaire, An Caris, Kenneth Sörensen:
A multilevel evaluation method for heuristics with an application to the VRPTW. Int. Trans. Oper. Res. 27(1): 168-196 (2020) - 2019
- [j13]Toon Jouck, Benoît Depaire:
Generating Artificial Data for Empirical Analysis of Control-flow Discovery Algorithms - A Process Tree and Log Generator. Bus. Inf. Syst. Eng. 61(6): 695-712 (2019) - [j12]Gert Janssenswillen, Benoît Depaire:
Towards Confirmatory Process Discovery: Making Assertions About the Underlying System. Bus. Inf. Syst. Eng. 61(6): 713-728 (2019) - [j11]Jeroen Corstjens, Nguyen Dang, Benoît Depaire, An Caris, Patrick De Causmaecker:
A combined approach for analysing heuristic algorithms. J. Heuristics 25(4-5): 591-628 (2019) - [j10]Gert Janssenswillen, Benoît Depaire, Marijke Swennen, Mieke Jans, Koen Vanhoof:
bupaR: Enabling reproducible business process analysis. Knowl. Based Syst. 163: 927-930 (2019) - 2018
- [j9]Gert Janssenswillen, Benoît Depaire, Sabine Verboven:
Detecting train reroutings with process mining. EURO J. Transp. Logist. 7(1): 1-24 (2018) - 2017
- [j8]Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof:
Retrieving batch organisation of work insights from event logs. Decis. Support Syst. 100: 119-128 (2017) - [j7]Gert Janssenswillen, Niels Donders, Toon Jouck, Benoît Depaire:
A comparative study of existing quality measures for process discovery. Inf. Syst. 71: 1-15 (2017) - 2016
- [j6]Niels Martin, Benoît Depaire, An Caris:
The Use of Process Mining in Business Process Simulation Model Construction - Structuring the Field. Bus. Inf. Syst. Eng. 58(1): 73-87 (2016) - 2014
- [j5]Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Koen Vanhoof:
Learning and clustering of fuzzy cognitive maps for travel behaviour analysis. Knowl. Inf. Syst. 39(2): 435-462 (2014) - 2013
- [j4]Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof:
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps. Int. J. Comput. Intell. Syst. 6(6): 1012-1039 (2013) - 2012
- [j3]Benoît Depaire, Koen Vanhoof, Geert Wets:
A decision support tool for evaluating customer intentions. Expert Syst. Appl. 39(8): 6903-6910 (2012) - 2011
- [j2]Diana Kusumastuti, Els Hannes, Benoît Depaire, Koen Vanhoof, Davy Janssens, Geert Wets, Benedict G. C. Dellaert:
An interactive computer-based interface to support the discovery of individuals' mental representations and preferences in decisions problems: An application to travel behavior. Comput. Hum. Behav. 27(2): 997-1011 (2011) - [j1]Benoît Depaire, Rafael Falcón, Koen Vanhoof, Geert Wets:
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments. Intell. Data Anal. 15(1): 49-68 (2011)
Conference and Workshop Papers
- 2023
- [c48]Manal Laghmouch, Benoît Depaire, Nicola Gigante, Mieke Jans, Marco Montali:
Declare MoGeS: Model Generator and Specializer. ICPM Doctoral Consortium / Demo 2023 - 2022
- [c47]Brecht Steukers, Gert Janssenswillen, Gerhardus A. W. M. van Hulzen, Frank Vanhoenshoven, Benoît Depaire:
bupaRflow: A Workflow Interface for bupaR. BPM (PhD/Demos) 2022: 102-106 - [c46]Benoît Depaire, Gert Janssenswillen, Sander J. J. Leemans:
Alpha Precision: Estimating the Significant System Behavior in a Model. BPM (Forum) 2022: 120-136 - [c45]Leen Jooken, Mieke Jans, Benoît Depaire:
Mining Valuable Collaborations from Event Data Using the Recency-Frequency-Monetary Principle. CAiSE 2022: 339-354 - [c44]Gerhardus A. W. M. van Hulzen, Gert Janssenswillen, Niels Martin, Benoît Depaire:
Process Analysis with bupaR 0.5.0: What's New? (Extended Abstract). ICPM Doctoral Consortium / Demo 2022: 95-99 - 2021
- [c43]Gerhardus van Hulzen, Niels Martin, Benoît Depaire:
Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance Archetypes. BPM (Forum) 2021: 230-245 - [c42]Greg Van Houdt, Benoît Depaire, Niels Martin:
Root Cause Analysis in Process Mining with Probabilistic Temporal Logic. ICPM Workshops 2021: 73-84 - 2020
- [c41]Gert Janssenswillen, Benoît Depaire, Christel Faes:
Enhancing Discovered Process Models Using Bayesian Inference and MCMC. Business Process Management Workshops 2020: 295-307 - [c40]Gert Janssenswillen, Felix Mannhardt, Mathijs Creemers, Benoît Depaire, Mieke Jans, Leen Jooken, Niels Martin, Greg Van Houdt:
Extensions to the bupaR Ecosystem: An Overview. ICPM Doctoral Consortium / Tools 2020: 43-46 - [c39]Greg Van Houdt, Benoît Depaire, Niels Martin:
Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study. ICPM Workshops 2020: 82-93 - [c38]Manal Laghmouch, Mieke Jans, Benoît Depaire:
Classifying process deviations with weak supervision. ICPM 2020: 89-96 - [c37]Gerhardus van Hulzen, Niels Martin, Benoît Depaire:
The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study. ICPM Workshops 2020: 317-329 - 2019
- [c36]Gonzalo Nápoles, Greg Van Houdt, Manal Laghmouch, Wouter Goossens, Quinten Moesen, Benoît Depaire:
Fuzzy Cognitive Maps: A Business Intelligence Discussion. KES-IDT (1) 2019: 89-98 - 2018
- [c35]Toon Jouck, Massimiliano de Leoni, Benoît Depaire:
A Framework to Evaluate and Compare Decision-Mining Techniques. Business Process Management Workshops 2018: 482-493 - [c34]Jonas Lieben, Toon Jouck, Benoît Depaire, Mieke Jans:
An Improved Way for Measuring Simplicity During Process Discovery. EOMAS@CAiSE 2018: 49-62 - [c33]Jeroen Corstjens, An Caris, Benoît Depaire:
Explaining Heuristic Performance Differences for Vehicle Routing Problems with Time windows. LION 2018: 159-174 - [c32]Niels Martin, Benoît Depaire, An Caris:
A synthesized method for Conducting a Business Process simulation Study. WSC 2018: 276-290 - 2017
- [c31]Gert Janssenswillen, Benoît Depaire:
bupaR: Business Process Analysis in R. BPM (Demos) 2017 - 2016
- [c30]Gert Janssenswillen, Benoît Depaire, Toon Jouck:
Calculating the Number of Unique Paths in a Block-Structured Process Model. ATAED@Petri Nets/ACSD 2016: 138-152 - [c29]Toon Jouck, Benoît Depaire:
PTandLogGenerator: A Generator for Artificial Event Data. BPM (Demos) 2016: 23-27 - [c28]Gert Janssenswillen, Toon Jouck, Mathijs Creemers, Benoît Depaire:
Measuring the Quality of Models with Respect to the Underlying System: An Empirical Study. BPM 2016: 73-89 - [c27]Niels Martin, Frank Bax, Benoît Depaire, An Caris:
Retrieving Resource Availability Insights from Event Logs. EDOC 2016: 1-10 - [c26]Teun van Gils, Kris Braekers, Katrien Ramaekers, Benoît Depaire, An Caris:
Improving Order Picking Efficiency by Analyzing Combinations of Storage, Batching, Zoning, and Routing Policies. ICCL 2016: 427-442 - [c25]Marijke Swennen, Niels Martin, Gert Janssenswillen, Mieke Jans, Benoît Depaire, An Caris, Koen Vanhoof:
Capturing Resource Behaviour From Event Logs. SIMPDA 2016: 130-134 - 2015
- [c24]Niels Martin, Benoît Depaire, An Caris:
Using Event Logs to Model Interarrival Times in Business Process Simulation. Business Process Management Workshops 2015: 255-267 - [c23]Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof:
Batch Processing: Definition and Event Log Identification. SIMPDA 2015: 137-140 - [c22]Marijke Swennen, Gert Janssenswillen, Mieke Jans, Benoît Depaire, Koen Vanhoof:
Capturing Process Behavior with Log-Based Process Metrics. SIMPDA 2015: 141-144 - [c21]Gert Janssenswillen, Marijke Swennen, Benoît Depaire, Mieke Jans:
Enabling Event-data Analysis in R - Demonstration. SIMPDA 2015: 189-198 - [c20]Niels Martin, Benoît Depaire, An Caris:
Using process mining to model interarrival times: investigating the sensitivity of the arpra framework. WSC 2015: 868-879 - 2014
- [c19]Benoît Depaire:
Process Model Realism: Measuring Implicit Realism. Business Process Management Workshops 2014: 342-352 - [c18]Niels Martin, Benoît Depaire, An Caris:
The use of process mining in a business process simulation context: Overview and challenges. CIDM 2014: 381-388 - [c17]Marijke Swennen, Benoît Depaire, Koen Vanhoof, Mieke Jans:
Towards a General Framework for Business Tests. ICEIS (3) 2014: 478-483 - [c16]Toon Jouck, Marijke Swennen, Benoît Depaire:
A Methodology for Generating Artificial Event Logs to Compare Process Discovery Techniques. SIMPDA 2014: 174-178 - [c15]Niels Martin, Benoît Depaire, An Caris:
Event log knowledge as a complementary simulation model construction input. SIMULTECH 2014: 456-462 - 2013
- [c14]Maikel León, Benoît Depaire, Koen Vanhoof:
Fuzzy Cognitive Maps with Rough Concepts. AIAI 2013: 527-536 - 2012
- [c13]Benoît Depaire, Jo Swinnen, Mieke Jans, Koen Vanhoof:
A Process Deviation Analysis Framework. Business Process Management Workshops 2012: 701-706 - [c12]Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof:
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling. ICANN (1) 2012: 718-725 - [c11]Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof:
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis. IS-MiS 2012: 57-66 - 2011
- [c10]Jo Swinnen, Benoît Depaire, Mieke J. Jans, Koen Vanhoof:
A Process Deviation Analysis - A Case Study. Business Process Management Workshops (1) 2011: 87-98 - [c9]Nour Damer, Mieke J. Jans, Benoît Depaire, Koen Vanhoof:
Making Compliance Measures Actionable: A New Compliance Analysis Approach. Business Process Management Workshops (1) 2011: 159-164 - [c8]Mieke Jans, Benoît Depaire, Koen Vanhoof:
Does Process Mining Add to Internal Auditing? An Experience Report. BMMDS/EMMSAD 2011: 31-45 - 2010
- [c7]Krassimira Ivanova, Peter Stanchev, Evgeniya Velikova, Koen Vanhoof, Benoît Depaire, Rajkumar Kannan, Iliya Mitov, Krassimir Markov:
Features for Art Painting Classification Based on Vector Quantization of MPEG-7 Descriptors. ICDEM 2010: 146-153 - [c6]Benoît Depaire, Koen Vanhoof, Geert Wets:
A Decision Support Tool for Evaluating Loyalty and Word-of-Mouth Using Model-Based Knowledge Discovery. IEA/AIE (1) 2010: 691-700 - [c5]Koen Vanhoof, Benoît Depaire:
Structure of association rule classifiers: a review. ISKE 2010: 9-12 - 2009
- [c4]George Nicola Sammour, Benoît Depaire, Koen Vanhoof, Geert Wets:
Identiying Homogenous Customer Segments for Low Risk Email Marketing Experiments. ICEIS (4) 2009: 89-94 - 2008
- [c3]Benoît Depaire, Koen Vanhoof, Geert Wets:
ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers. ICDM Workshops 2008: 692-699 - [c2]Rafael Falcón, Benoît Depaire, Koen Vanhoof, Ajith Abraham:
Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering. ISDA (3) 2008: 652-657 - 2007
- [c1]Kris Brijs, Benoît Depaire, Koen Vanhoof, Tom Brijs, Geert Wets:
The Importance of Aggregation Operator Characteristics in Marketing Research. ICEIS (2) 2007: 237-246
Editorship
- 2020
- [e2]Claudio Di Ciccio, Benoît Depaire, Jochen De Weerdt, Chiara Di Francescomarino, Jorge Munoz-Gama:
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), Padua, Italy, October 4-9, 2020. CEUR Workshop Proceedings 2703, CEUR-WS.org 2020 [contents] - 2019
- [e1]Benoît Depaire, Johannes De Smedt, Marlon Dumas, Dirk Fahland, Akhil Kumar, Henrik Leopold, Manfred Reichert, Stefanie Rinderle-Ma, Stefan Schulte, Stefan Seidel, Wil M. P. van der Aalst:
Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management, BPM 2019, Vienna, Austria, September 1-6, 2019. CEUR Workshop Proceedings 2420, CEUR-WS.org 2019 [contents]
Reference Works
- 2019
- [r1]Benoît Depaire, Niels Martin:
Data-Driven Process Simulation. Encyclopedia of Big Data Technologies 2019
Informal and Other Publications
- 2023
- [i3]Jan Mendling, Henrik Leopold, Henning Meyerhenke, Benoît Depaire:
Methodology of Algorithm Engineering. CoRR abs/2310.18979 (2023) - 2021
- [i2]Jan Mendling, Benoît Depaire, Henrik Leopold:
Theory and Practice of Algorithm Engineering. CoRR abs/2107.10675 (2021) - 2018
- [i1]Toon Jouck, Alfredo Bolt, Benoît Depaire, Massimiliano de Leoni, Wil M. P. van der Aalst:
An Integrated Framework for Process Discovery Algorithm Evaluation. CoRR abs/1806.07222 (2018)
Coauthor Index
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last updated on 2024-05-19 02:35 CEST by the dblp team
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