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
1 - 10 of 99
- An empirical evaluation of unsupervised event log abstraction techniques in process mining(2024)
Authors: Greg VAN HOUDT, Massimiliano de Leoni, Niels MARTIN, Benoit DEPAIRE
- A Rational Risk Policy? Why Path Dependence Matters(2023)
Authors: Hans GEBOERS, Benoit DEPAIRE
- Peak-to-valley drawdowns: insights into extreme path-dependent market risk(2023)
Authors: Hans GEBOERS, Benoit DEPAIRE, Stefan Straetmans
Pages: 65 - 104 - AITIA-PM: Discovering the true causes of events in a process mining context(2023)
Authors: Greg VAN HOUDT, Niels MARTIN, Benoit DEPAIRE
- A review on drawdown risk measures and their implications for risk management(2023)
Authors: Hans GEBOERS, Benoit DEPAIRE, Jan Annaert
Pages: 865 - 889 - Mining Recency-Frequency-Monetary enriched insights into resources' collaboration behavior from event data(2023)
Authors: Leen JOOKEN, Benoit DEPAIRE, Mieke JANS
- The biggest business process management problems to solve before we die(2023)
Authors: Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoit DEPAIRE, et al.
- Beleidsinformatica(2022)
Authors: H.R. Hansen, J. Mendling, G. Neumann, Benoit DEPAIRE, Mieke JANS
- Mining Context-Aware Resource Profiles in the Presence of Multitasking(2022)
Authors: Gerard VAN HULZEN, Chiao-Yun LI, Niels MARTIN, Sebastiaan J. VAN ZELST, Benoit DEPAIRE
- Supporting Capacity Management Decisions in Healthcare using Data-Driven Process Simulation(2022)
Authors: Gerard VAN HULZEN, Niels MARTIN, Benoit DEPAIRE, Geert SOUVERIJNS
Linked dataset
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