Researcher
Benoit DEPAIRE
- Keywords:Economics and applied economics
- Disciplines:Data mining, Machine learning and decision making, Artificial intelligence, Business information management, Econometric and statistical methods and methodology
Affiliations
- Expertise Centre for Digital Media (Research Center)
Member
From1 Jan 2024 → Today - Quantitative Methods (Department)
Member
From1 Oct 2009 → Today - Business Informatics (Research group)
Member
From1 Oct 2009 → Today - Faculty of Business Economics (Faculty)
Member
From16 Sep 2003 → Today - Transportation Research Institute (Research Center)
Member
From16 Sep 2003 → 15 Sep 2011 - Management (Division)
Member
From16 Sep 2003 → 30 Sep 2009 - Data-analysis and Modelling (Research group)
Member
From16 Sep 2003 → 30 Sep 2009
Projects
1 - 10 of 27
- IOF mandate Faculty of Business Economics (BEW) 2024-2028From1 Jan 2024 → TodayFunding: IOF - mandates
- Semi-automatically anomaly identification: the way forward to assurance over financial informationFrom1 Nov 2023 → TodayFunding: FWO Strategic Basic Research Grant
- Exploring expert behavior of process analystsFrom16 Sep 2023 → TodayFunding: BOF - doctoral mandates
- BILOG: Business Intelligence in the logisticsFrom1 Jan 2023 → TodayFunding: VLAIO - VIL - COOCK
- FWO WOG Process Mining - Expanding the horizonFrom1 Jan 2022 → TodayFunding: FWO scientific research network
- Semi-automatically anomaly identification: the way forward to assurance over financial informationFrom1 Nov 2021 → 31 Oct 2023Funding: FWO Strategic Basic Research Grant
- AI by Example, a knowledge platform for smart supply chain and inventory management in the food sectorFrom1 Mar 2021 → 28 Feb 2023Funding: VLAIO - TETRA Colleges AI
- Exploration of market potential of Crossmodal Congruency IndexFrom15 Jan 2021 → 14 Mar 2022Funding: IOF - technology validation in real environment
- Translation of strategic transformations to AI technology projectsFrom1 Dec 2019 → 31 Aug 2021Funding: Industrial enterprises, Department Economy, Employment and Internal Affairs, ESF
- Providing hospitals with richer insights in their processes: an enhanced methodology for data-driven root-cause analysis using an improved event logFrom1 Oct 2019 → 30 Sep 2022Funding: FWO junior postdoctoral fellowship
Publications
11 - 20 of 99
- Data-Driven Process Simulation(2022)
Authors: Benoit DEPAIRE, Niels MARTIN
Pages: 1 - 9 - bupaRflow: A Workflow Interface for bupaR(2022)Series: CEUR Workshop ProceedingsVolume: 3216
Authors: Brechts Steukers, Gert JANSSENSWILLEN, Gerard VAN HULZEN, Frank VANHOENSHOVEN, Benoit DEPAIRE
Pages: 102 - 106Number of pages: 5 - Root Cause Analysis in Process Mining with Probabilistic Temporal Logic(2022)Series: Lecture Notes in Business Information ProcessingVolume: 433
Authors: Greg VAN HOUDT, Benoit DEPAIRE, Niels MARTIN
Pages: 73 - 84 - Mining Valuable Collaborations from Event Data Using the Recency-Frequency-Monetary Principle(2022)Series: Lecture Notes in Computer ScienceVolume: 13295
Authors: Leen JOOKEN, Mieke JANS, Benoit DEPAIRE, Xavier Franch, Geert Poels, Frederik Gailly, Monique Snoeck
Pages: 339 - 354Number of pages: 16 - Alpha Precision: Estimating the Significant System Behavior in a Model(2022)Series: Lecture Notes in Business Information ProcessingVolume: 458
Authors: Benoit DEPAIRE, Gert JANSSENSWILLEN, Sander J. J. Leemans, Claudio Di Ciccio, Remco Dijkman, Adela del Río Ortega, Stefanie Rinderle-Ma
Pages: 120 - 136Number of pages: 17 - Looking Beyond Activity Labels: Mining Context-Aware Resource Profiles Using Activity Instance Archetypes(2021)Series: Lecture Notes in Business Information ProcessingVolume: 427
Authors: Gerard VAN HULZEN, Niels MARTIN, Benoit DEPAIRE
Pages: 230 - 245 - Conformance Checking in Process Mining(2021)
Authors: Mieke JANS, Jochen De Weerdt, Benoit DEPAIRE, Marlon Dumas, Gert JANSSENSWILLEN
- Mining batch activation rules from event logs(2021)
Authors: Niels MARTIN, Andreas Solti, Jan Mendling, Benoit DEPAIRE, An CARIS
Pages: 1908 - 1919 - The Need for Interactive Data-Driven Process Simulation in Healthcare: A Case Study(2021)Series: Lecture Notes in Business Information Processing
Authors: Gerard VAN HULZEN, Niels MARTIN, Benoit DEPAIRE
Pages: 317 - 329 - Unsupervised Event Abstraction in a Process Mining Context: A Benchmark Study(2021)Series: Lecture Notes in Business Information ProcessingVolume: 406
Authors: Greg VAN HOUDT, Benoit DEPAIRE, Niels MARTIN
Pages: 82 - 93
Linked dataset
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