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
21 - 27 of 27
- Evaluating process model quality: do discovered process models only contain system behavior and nothing more?From1 Oct 2015 → 30 Sep 2017Funding: FWO fellowships
- Contributing to the evaluation framework for process discovery: The importance of the process discovery purpose and a novel generalization measure.From1 Oct 2014 → 30 Sep 2015Funding: BOF - Doctoral projects
- Engineering and optimizing metaheuristic algorithms: a step ahead in VRP research.From1 Jan 2014 → 31 Dec 2017Funding: BOF - Doctoral projects, National Bank of Belgium
- Process Mining Techniques for Analyzing Process ComplianceFrom1 Nov 2013 → 31 Dec 2013Funding: BOF - Doctoral projects
- Integrating Business Process Mining with Business Process Simulation: Using the present to understand the future.From1 Oct 2013 → 30 Sep 2017Funding: BOF - Doctoral projects
- An integrated approach to business decisions and processes for business process optimization and controlFrom1 Feb 2013 → 31 Jan 2017Funding: BOF - Doctoral projects, National Bank of Belgium
- Moving FurtherFrom1 Apr 2011 → 31 Dec 2013Funding: Other EU initiatives out of framework, Own budget, for example: patrimony, inscription fees, gifts
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