Publications

Journal articles

Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis. Sarah Wassermann, Thibaut Cuvelier, Pavol Mulinka, Pedro Casas. IEEE Transactions on Network and Service Management, November 2020. IEEE Xplore

Comparison Between Robust and Stochastic Optimisation for Long-term Reservoir Operations Under Uncertainty. Thibaut Cuvelier, Pierre Archambeau, Benjamin Dewals, Quentin Louveaux. Water Resources Management, vol. 32, no. 5, pp. 1599–1614, March 2018. Springer Link, PDF, arXiv

Conference articles

ADAM & RAL: Adaptive Memory Learning and Reinforcement Active Learning for Network Monitoring. Sarah Wassermann, Thibaut Cuvelier, Pedro Casas, Pavol Mulinka. 15th International Conference on Network and Service Management (CNSM) 2019, Halifax (Canada), October 2019. IEEE Xplore, PDF

Workshop articles

RAL: Improving Stream-Based Active Learning by Reinforcement Learning. Sarah Wassermann, Thibaut Cuvelier, Pedro Casas. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Workshop on Interactive Adaptive Learning (IAL), Würzburg (Germany), September 2019. PDF

NETPerfTrace — Predicting Internet Path Dynamics and Performance with Machine Learning. Sarah Wassermann, Pedro Casas, Thibaut Cuvelier, Benoît Donnet. ACM SIGCOMM Workshop on Big Data Analytics and Machine Learning for Data Communication (Big-DAMA), Los Angeles (USA), August 2017. ACM Digital Library, PDF

Abstracts

Improving Stream-Based Active Learning with Reinforcement Learning. Sarah Wassermann, Thibaut Cuvelier, Pedro Casas. Workshop for Women in Machine Learning (WiML) 2019. PDF

Operation rules of the Vesdre reservoir revisited. Benjamin Dewals, Thibaut Cuvelier, Pierre Archambeau, Sébastien Erpicum, Michel Pirotton, Quentin Louveaux. 6th International Symposium on Hydrological Modelling of the Meuse basin, September 2019. PDF

Comparing Oblivious and Robust Routing Approaches. Thibaut Cuvelier and Éric Gourdin. Programme Gaspard Monge pour l’optimisation, la recherche opérationnelle et leurs interactions avec les sciences des données (PGMO Days) 2018, November 2018. PDF

Retour d’expérience sur Julia pour la recherche et l’enseignement en recherche opérationnelle. Thibaut Cuvelier. Congrès de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF) 2018, February 2018. PDF

Optimising workforce and energy costs by exploiting production flexibility. Thibaut Cuvelier and Quentin Louveaux. 21st Conference of the International Federation of Operational Research Societies (IFORS), Québec (Canada), July 2017. PDF

Modelling the industrial flexibility from the electricity consumption and HR points of view. Thibaut Cuvelier and Quentin Louveaux. 22nd Belgian Mathematical Optimization Workshop, COMEX (combinatorial optimisation: metaheuristics and exact methods), La Roche-en-Ardenne (Belgium), April 2017. PDF

Optimisation and uncertainty: comparing stochastic and robust programming. Thibaut Cuvelier. 30th Annual Conference of the Belgian Operational Research Society (ORBEL), Louvain-la-Neuve (Belgium), January 2016. PDF

Posters

RAL - Reinforcement Active Learning for Network Traffic Monitoring and Analysis. Sarah Wassermann, Thibaut Cuvelier, Pedro Casas. Proceedings of the ACM SIGCOMM Conference Posters and Demos, online, August 2020. PDF

Oblivious Routing: Static Routing Prepared Against Network Traffic and Link Failures. Thibaut Cuvelier and Éric Gourdin. Network Traffic Measurement and Analysis (TMA) PhD School 2019, Paris (France), June 2019. PDF

Oblivious Routing: Worst-Case Routing is not Breaking the Internet’s Legs. Thibaut Cuvelier. Network Traffic Measurement and Analysis (TMA) PhD School 2018, Vienna (Austria), June 2018. PDF

Characterising Industrial Sites’ Flexibility with Reservoir Models. Thibaut Cuvelier. DS3 Data Science Summer School (École Polytechnique), Paris (France), August 2017. PDF

Books

Créer des applications graphiques en Python avec PyQt5, published by D-BookeR, March 2017. Thibaut Cuvelier, Pierre Denis. ISBN-13: 978-2-8227-0518-9. D-BookeR

Créer des applications avec Qt 5 – les essentiels, published by D-BookeR, November 2013. Guillaume Belz, Thibaut Cuvelier, Ilya Diallo, Louis du Verdier, Vincent Meyer, Florent Renault. ISBN-13: 978-2-8227-0108-2. D-BookeR

Web sémantique : méthodes et outils pour le Web de données, published by Pearson, May 2012. Translated by Thibaut Cuvelier, Julien Plu, Antoine Seilles. Original title: Linked Data: Evolving the Web into a Global Data Space. Tom Heath and Christian Bizier. ISBN-13: 978-2-7440-2519-8. Amazon

Talks

Voyage incertain : découvrir l’optimisation stochastique et robuste, February 2018, Orange Labs (internal), Châtillon (France). PDF

A Journey through Julia, May 2017, IEEE Student Branch Liège (Belgium). PDF

A Journey through Julia, November 2016, Geeks anonymes, Liège (Belgium). PDF