Organisation
Data Analytics Laboratory
Research Group
Current researchers
1 - 10 of 14 results
- Vincent Ginis (Responsible)
- Filip Van Droogenbroeck (Responsible)
- Rocsildes Canoy (Member)
- Lize Coenen (Member)
- Floris Devriendt (Member)
- Mattias Guns (Member)
- Sheida Hadavi (Member)
- Joeri Lenaerts (Member)
- Carmen Mazijn (Member)
- George Petrides (Member)
Projects
1 - 2 of 2
- The interplay between Physics and Artificial Intelligence: an integrated perspective reconciling physical intuition and computational complexityFrom1 Nov 2020 → TodayFunding: FWO fellowships
- GEAR: Transitioning to future sustainable transport systems Supporting a sector in full transition: valorisation of the MOBI expertiseFrom1 Jan 2020 → TodayFunding: IOF - Industrial Research Fund
Publications
1 - 10 of 66
- The influence of ergodicity on risk affinity of timed and non-timed respondents(2022)
Authors: Arne Vanhoyweghen, Brecht Verbeken, Cathy Macharis, Vincent Ginis
Pages: 3744Number of pages: 9 - Universeel mededogen bij jongeren. Determinanten van universeel mededogen en haar relatie tot vooroordelen.(2022)
Authors: Filip Van Droogenbroeck, Bram Spruyt
Pages: 77-106Number of pages: 30 - Teachers’ working time from time-use data: Consequences of the invalidity of survey questions for teachers, researchers, and policy(2022)
Authors: Petrus Te Braak, Filip Van Droogenbroeck, Joeri Minnen, Theun Pieter van Tienoven, Ignace Glorieux
Number of pages: 15 - Individualized mechanical ventilation in a shared ventilator setting: limits, safety and technical details.(2021)
Authors: Michiel Stiers, M Mergeay, Hannah Pinson, Luc Janssen, Evy Voets, Harald De Cauwer, Tom Schepens
Pages: 1299-1309Number of pages: 11 - Autoencoders for strategic decision support(2021)
Authors: Sam Verboven, Jeroen Berrevoets, Chris Wuytens, Bart Baesens, Wouter Verbeke
- A framework for step-wise explaining how to solve constraint satisfaction problems(2021)
Authors: Bart Bogaerts, Emilio Gamba, Tias Guns
- Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP(2021)Series: Leibniz International Proceedings in Informatics (LIPIcs)Volume: 210
Authors: Jayanta Mandi, Rocsildes Canoy, Victor Bucarey Lopez, Tias Guns
Pages: 42:1-42:17Number of pages: 17 - TSP with Learned Zone Preferences for Last-Mile Vehicle Dispatching(2021)
Authors: Rocsildes Canoy, Jayanta Mandi, Victor Bucarey Lopez, Emilio Gamba, Maxime Albert Mulamba Ke Tchomba, Mattias Guns
Pages: XXX.1-XXX.9 - Contrastive Losses and Solution Caching for Predict-and-Optimize(2021)
Authors: Maxime Albert Mulamba Ke Tchomba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey Lopez, Mattias Guns
Pages: 2833-2840 - How Do the Score Distributions of Subpopulations Influence Fairness Notions?(2021)Series: AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society
Authors: Carmen Mazijn, Jan Danckaert, Vincent Ginis
Pages: 767-776Number of pages: 10