Benoît Depaire

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 47

Top Topics

Root Cause Analysis

Fuzzy Cognitive Maps

Top Venues

Business Process Management Workshops

Publications

Manal Laghmouch, Sebastien Lizin, Jan Mendling, Benoît Depaire, Mieke Jans
Auditors' Risk Perception of Process Control Deficiencies: A Discrete Choice Experiment. J. Inf. Syst. 38 (2) (2024)
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 (2024)
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) (2023)
Leen Jooken, Benoît Depaire, Mieke Jans
Mining Recency-Frequency-Monetary enriched insights into resources' collaboration behavior from event data. Eng. Appl. Artif. Intell. 126 (2023)
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 (2023)
Hans Geboers, Benoît Depaire
A Rational Risk Policy? Why Path Dependence Matters. Entropy 25 (2) (2023)
Manal Laghmouch, Benoît Depaire, Nicola Gigante, Mieke Jans, Marco Montali
Declare MoGeS: Model Generator and Specializer. ICPM Doctoral Consortium / Demo (2023)
Jan Mendling, Henrik Leopold, Henning Meyerhenke, Benoît Depaire
Methodology of Algorithm Engineering. CoRR (2023)
Gerhardus van Hulzen, Niels Martin, Benoît Depaire, Geert Souverijns
Supporting capacity management decisions in healthcare using data-driven process simulation. J. Biomed. Informatics 129 (2022)
Leen Jooken, Mieke Jans, Benoît Depaire
Mining Valuable Collaborations from Event Data Using the Recency-Frequency-Monetary Principle. CAiSE (2022)
Benoît Depaire, Gert Janssenswillen, Sander J. J. Leemans
Alpha Precision: Estimating the Significant System Behavior in a Model. BPM (Forum) (2022)
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)
Brecht Steukers, Gert Janssenswillen, Gerhardus A. W. M. van Hulzen, Frank Vanhoenshoven, Benoît Depaire
bupaRflow: A Workflow Interface for bupaR. BPM (PhD/Demos) (2022)
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 (2022)
Mieke Jans, Jochen De Weerdt, Benoît Depaire, Marlon Dumas, Gert Janssenswillen
Conformance Checking in Process Mining. Inf. Syst. 102 (2021)
Greg Van Houdt, Benoît Depaire, Niels Martin
Root Cause Analysis in Process Mining with Probabilistic Temporal Logic. ICPM Workshops (2021)
Gerhardus van Hulzen, Niels Martin, Benoît Depaire
Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance Archetypes. BPM (Forum) (2021)
Jan Mendling, Benoît Depaire, Henrik Leopold
Theory and Practice of Algorithm Engineering. CoRR (2021)
Niels Martin, Andreas Solti, Jan Mendling, Benoît Depaire, An Caris
Mining Batch Activation Rules from Event Logs. IEEE Trans. Serv. Comput. 14 (6) (2021)
Niels Martin, Benoît Depaire, An Caris, Dimitri Schepers
Retrieving the resource availability calendars of a process from an event log. Inf. Syst. 88 (2020)
Manal Laghmouch, Mieke Jans, Benoît Depaire
Classifying process deviations with weak supervision. ICPM (2020)
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) (2020)
Gerhardus van Hulzen, Niels Martin, Benoît Depaire
The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study. ICPM Workshops (2020)
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)
Gert Janssenswillen, Benoît Depaire, Christel Faes
Enhancing Discovered Process Models Using Bayesian Inference and MCMC. Business Process Management Workshops (2020)
Greg Van Houdt, Benoît Depaire, Niels Martin
Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study. ICPM Workshops (2020)
Jeroen Corstjens, Nguyen Dang, Benoît Depaire, An Caris, Patrick De Causmaecker
A combined approach for analysing heuristic algorithms. J. Heuristics 25 (4-5) (2019)
Gonzalo Nápoles, Greg Van Houdt, Manal Laghmouch, Wouter Goossens, Quinten Moesen, Benoît Depaire
Fuzzy Cognitive Maps: A Business Intelligence Discussion. KES-IDT (1) (2019)
Gert Janssenswillen, Benoît Depaire, Marijke Swennen, Mieke Jans, Koen Vanhoof
bupaR: Enabling reproducible business process analysis. Knowl. Based Syst. 163 (2019)
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) (2019)
Gert Janssenswillen, Benoît Depaire
Towards Confirmatory Process Discovery: Making Assertions About the Underlying System. Bus. Inf. Syst. Eng. 61 (6) (2019)
Toon Jouck, Alfredo Bolt, Benoît Depaire, Massimiliano de Leoni, Wil M. P. van der Aalst
An Integrated Framework for Process Discovery Algorithm Evaluation. CoRR (2018)
Niels Martin, Benoît Depaire, An Caris
A synthesized method for Conducting a Business Process simulation Study. WSC (2018)
Gert Janssenswillen, Benoît Depaire, Sabine Verboven
Detecting train reroutings with process mining. EURO J. Transp. Logist. 7 (1) (2018)
Jeroen Corstjens, An Caris, Benoît Depaire
Explaining Heuristic Performance Differences for Vehicle Routing Problems with Time windows. LION (2018)
Jonas Lieben, Toon Jouck, Benoît Depaire, Mieke Jans
An Improved Way for Measuring Simplicity During Process Discovery. EOMAS@CAiSE (2018)
Toon Jouck, Massimiliano de Leoni, Benoît Depaire
A Framework to Evaluate and Compare Decision-Mining Techniques. Business Process Management Workshops (2018)
Gert Janssenswillen, Niels Donders, Toon Jouck, Benoît Depaire
A comparative study of existing quality measures for process discovery. Inf. Syst. 71 (2017)
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 (2017)
Gert Janssenswillen, Benoît Depaire
bupaR: Business Process Analysis in R. BPM (Demos) (2017)
Gert Janssenswillen, Benoît Depaire, Toon Jouck
Calculating the Number of Unique Paths in a Block-Structured Process Model. ATAED@Petri Nets/ACSD (2016)
Toon Jouck, Benoît Depaire
PTandLogGenerator: A Generator for Artificial Event Data. BPM (Demos) (2016)
Gert Janssenswillen, Toon Jouck, Mathijs Creemers, Benoît Depaire
Measuring the Quality of Models with Respect to the Underlying System: An Empirical Study. BPM (2016)
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) (2016)
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)
Niels Martin, Frank Bax, Benoît Depaire, An Caris
Retrieving Resource Availability Insights from Event Logs. EDOC (2016)
Marijke Swennen, Niels Martin, Gert Janssenswillen, Mieke Jans, Benoît Depaire, An Caris, Koen Vanhoof
Capturing Resource Behaviour From Event Logs. SIMPDA (2016)
Niels Martin, Benoît Depaire, An Caris
Using Event Logs to Model Interarrival Times in Business Process Simulation. Business Process Management Workshops (2015)
Niels Martin, Benoît Depaire, An Caris
Using process mining to model interarrival times: investigating the sensitivity of the arpra framework. WSC (2015)
Marijke Swennen, Gert Janssenswillen, Mieke Jans, Benoît Depaire, Koen Vanhoof
Capturing Process Behavior with Log-Based Process Metrics. SIMPDA (2015)
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
Batch Processing: Definition and Event Log Identification. SIMPDA (2015)
Gert Janssenswillen, Marijke Swennen, Benoît Depaire, Mieke Jans
Enabling Event-data Analysis in R - Demonstration. SIMPDA (2015)
Marijke Swennen, Benoît Depaire, Koen Vanhoof, Mieke Jans
Towards a General Framework for Business Tests. ICEIS (3) (2014)
Niels Martin, Benoît Depaire, An Caris
The use of process mining in a business process simulation context: Overview and challenges. CIDM (2014)
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) (2014)
Niels Martin, Benoît Depaire, An Caris
Event log knowledge as a complementary simulation model construction input. SIMULTECH (2014)
Benoît Depaire
Process Model Realism: Measuring Implicit Realism. Business Process Management Workshops (2014)
Toon Jouck, Marijke Swennen, Benoît Depaire
A Methodology for Generating Artificial Event Logs to Compare Process Discovery Techniques. SIMPDA (2014)
Maikel León, Benoît Depaire, Koen Vanhoof
Fuzzy Cognitive Maps with Rough Concepts. AIAI (2013)
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) (2013)
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)
Benoît Depaire, Jo Swinnen, Mieke Jans, Koen Vanhoof
A Process Deviation Analysis Framework. Business Process Management Workshops (2012)
Benoît Depaire, Koen Vanhoof, Geert Wets
A decision support tool for evaluating customer intentions. Expert Syst. Appl. 39 (8) (2012)
Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis. IS-MiS (2012)
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) (2011)
Benoît Depaire, Rafael Falcón, Koen Vanhoof, Geert Wets
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments. Intell. Data Anal. 15 (1) (2011)
Mieke Jans, Benoît Depaire, Koen Vanhoof
Does Process Mining Add to Internal Auditing? An Experience Report. BMMDS/EMMSAD (2011)
Nour Damer, Mieke J. Jans, Benoît Depaire, Koen Vanhoof
Making Compliance Measures Actionable: A New Compliance Analysis Approach. Business Process Management Workshops (1) (2011)
Jo Swinnen, Benoît Depaire, Mieke J. Jans, Koen Vanhoof
A Process Deviation Analysis - A Case Study. Business Process Management Workshops (1) (2011)
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)
Koen Vanhoof, Benoît Depaire
Structure of association rule classifiers: a review. ISKE (2010)
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)
George Nicola Sammour, Benoît Depaire, Koen Vanhoof, Geert Wets
Identiying Homogenous Customer Segments for Low Risk Email Marketing Experiments. ICEIS (4) (2009)
Rafael Falcón, Benoît Depaire, Koen Vanhoof, Ajith Abraham
Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering. ISDA (3) (2008)
Benoît Depaire, Koen Vanhoof, Geert Wets
ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers. ICDM Workshops (2008)
Kris Brijs, Benoît Depaire, Koen Vanhoof, Tom Brijs, Geert Wets
The Importance of Aggregation Operator Characteristics in Marketing Research. ICEIS (2) (2007)