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
21 - 30 of 99
- Retrieving the resource availability calendars of a process from an event log(2020)
Authors: Niels MARTIN, Benoit DEPAIRE, An CARIS, Dimitri SCHEPERS
- Classifying process deviations with weak supervision(2020)
Authors: Manal LAGHMOUCH, Mieke JANS, Benoit DEPAIRE
Pages: 89 - 96 - A multilevel evaluation method for heuristics with an application to the VRPTW(2020)
Authors: Jeroen CORSTJENS, Benoit DEPAIRE, An CARIS, Kenneth Sörensen
Pages: 168 - 196 - Extensions to the bupaR ecosystem: An overview(2020)Series: CEUR WORKSHOP PROCEEDINGS
Authors: Gert JANSSENSWILLEN, Felix Mannhardt, Mathijs CREEMERS, Benoit DEPAIRE, Mieke JANS, Leen JOOKEN, Niels MARTIN, Greg VAN HOUDT
Pages: 43 - 46Number of pages: 4 - Towards Confirmatory Process Discovery: Making Assertions About the Underlying System(2019)
Authors: Gert JANSSENSWILLEN, Benoit DEPAIRE
Pages: 713 - 728 - Analysing the Effect of Partner Characteristics on the Performance of Horizontal Carrier Collaborations(2019)
Authors: Lotte VERDONCK, Katrien RAMAEKERS, Benoit DEPAIRE, An CARIS, Gerrit JANSSENS
Pages: 583 - 609 - Fuzzy Cognitive Maps: A Business Intelligence Discussion(2019)Series: Smart Innovation, Systems and Technologies
Authors: Gonzalo NAPOLES RUIZ, Greg VAN HOUDT, Manal LAGHMOUCH, Wouter Goossens, Quinten Moesen, Benoit DEPAIRE
Pages: 89 - 98 - Explaining Heuristic Performance Differences for Vehicle Routing Problems with Time windows(2019)Series: Lecture Notes in Computer Science
Authors: Jeroen CORSTJENS, An CARIS, Benoit DEPAIRE
Pages: 159 - 174 - Unearthing the Real Process Behind the Event Data: The Case for Increased Process Realism(2019)
Authors: Gert JANSSENSWILLEN, Benoit DEPAIRE
Number of pages: 346 - A Framework to Evaluate and Compare Decision-Mining Techniques(2019)Series: Lecture Notes in Business Information Processing
Authors: Toon JOUCK, Massimiliano de Leoni, Benoit DEPAIRE
Pages: 482 - 493
Linked dataset
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