Researcher
Wouter Verbeke
- Keywords (Vrije Universiteit Brussel):Economics and applied economics
- Disciplines (Vrije Universiteit Brussel):Econometric and statistical methods and methodology, Modelling and simulation, Management information systems, Mathematical methods, programming models, mathematical and simulation modelling
- Disciplines (KU Leuven):Data mining, Machine learning and decision making, Decision support and group support systems
- See also: Wouter Verbeke (KU Leuven)
Affiliations
- Industrial Management/Traffic and Infrastructure (CIB) (Division)
Member
From1 Aug 2020 → 15 Aug 2008 - Business technology and Operations (Department)
Member
From8 Apr 2019 → Today - Data Analytics Laboratory (Research group)
Member
From4 Jul 2018 → 30 Sep 2020 - MOBI - Electromobility research centre (Research group)
Member
From1 Jan 2014 → 30 Sep 2020 - Business technology and Operations (Department)
Member
From1 Oct 2013 → 30 Sep 2020 - Studies in Media, Innovation and Technology (Research group)
Member
From1 Oct 2013 → 21 Oct 2016 - Information Systems Engineering Research Group (LIRIS) (main work address Leuven) (Research unit)
Member
From1 Dec 2008 → Today
Projects
1 - 3 of 3
- ANUBIS: Aligned oNline and multilevel User and entity Behavior analytics for Intelligent System securityFrom1 Jan 2020 → 1 Oct 2020Funding: FWO research project (including WEAVE projects)
- IOF GEAR: RAINboW "Responsible AI for a smart connected world”From21 Dec 2018 → 30 Jun 2022Funding: IOF - mandates, IOF - technology validation in real environment
- Cost Sensitive DynamiC User Authentication with REinforcementFrom1 Mar 2015 → 30 Sep 2018Funding: Brussels Capital Region
Publications
1 - 10 of 35
- To do or not to do? Cost-sensitive causal classification with individual treatment effects estimates(2023)
Authors: Wouter Verbeke, Diego Olaya, Marie-Anne Guerry, Jente Van Belle
Pages: 838-852 - Autoencoders for strategic decision support(2021)
Authors: Sam Verboven, Jeroen Berrevoets, Chris Wuytens, Bart Baesens, Wouter Verbeke
- A study of the U.S. domestic air transportation network: temporal evolution of network topology and robustness from 2001 to 2016(2021)
Authors: Leonidas Siozos-Rousoulis, Dimitri Robert, Wouter Verbeke
Pages: 55-78 - Profit-driven churn prediction for the mutual fund industry: A multisegment approach(2021)
Authors: Sebastian Maldonado, Gonzalo Dominguez, Diego Olaya, Wouter Verbeke
Pages: 1-28 - Redefining profit metrics for boosting student retention in higher education(2021)
Authors: Sebastian Maldonado, Jaime Miranda, Diego Olaya, Jonathan Vasquez, Wouter Verbeke
Pages: 1-31 - Using shared sell-through data to forecast wholesaler demand in multi-echelon supply chains(2021)
Authors: Jente Van Belle, Tias Guns, Wouter Verbeke
Pages: 466-479 - Cost-sensitive learning for profit-driven credit scoring(2020)
Authors: George Petrides, Darie Moldovan, Lize Coenen, Tias Guns, Wouter Verbeke
Pages: 338-350 - Uplift Modeling for preventing student dropout in higher education(2020)
Authors: Diego Olaya, Jonathan Vasquez, Sebastian Maldonado, Jaime Miranda, Wouter Verbeke
Pages: 1-11 - A survey and benchmarking study of multitreatment uplift modeling(2020)
Authors: Diego Olaya, Kristof Coussement, Wouter Verbeke
Pages: 273–308 - Monitoring Urban-Freight Transport Based on GPS Trajectories of Heavy-Goods Vehicles(2019)
Authors: Sheida Hadavi, Sara Verlinde, Wouter Verbeke, Cathy Macharis, Tias Guns
Pages: 3747-3758