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
11 - 20 of 27
- Interactive Data-Driven Process Simulation for Capacity Management in HealthcareFrom1 Sep 2019 → 31 Aug 2023Funding: BOF - doctoral mandates
- Event Data Analytics: Feature Engineering and Diagnostic Analysis in a Hybrid Data Source SettingFrom1 Sep 2019 → 11 Jan 2024Funding: BOF - doctoral mandates
- Event Data Analytics: Developing an interactive framework to facilitate the exploration of multidimensional, linked event dataFrom1 Sep 2019 → 31 Aug 2023Funding: BOF - doctoral mandates
- IOF mandate Faculty of Business Economics (BEW) 2019-2023From1 Jul 2019 → 31 Dec 2023Funding: IOF - mandates
- Transport with PIT: Innovative processes in the transport industryFrom1 Dec 2017 → 30 Nov 2019Funding: Private funding of national origin - undefined, IWT / VLAIO - TETRA fund
- Evaluating process model quality: do discovered process models only contain system behavior and nothing more?From1 Oct 2017 → 30 Sep 2019Funding: FWO fellowships
- A process discovery algorithm for exploratory data analysisFrom1 Oct 2017 → 31 Aug 2018Funding: FWO fellowships
- Next Generation Process MiningFrom1 Jan 2017 → 31 Dec 2021Funding: FWO scientific research network
- IOF mandate off Ilse CretskensFrom1 Oct 2015 → 30 Jun 2019Funding: IOF - Industrial Research Fund
- Bonus external Ph.D. BOF14DOC29 - Gert JanssenswillenFrom1 Oct 2015 → 30 Jun 2020Funding: BOF - Doctoral projects
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
- 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.
- A review on drawdown risk measures and their implications for risk management(2023)
Authors: Hans GEBOERS, Benoit DEPAIRE, Jan Annaert
Pages: 865 - 889 - 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 - 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