Personal profile

Education / Academic qualification

Doctor of Science, Université Catholique de Louvain (UCL)

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Learning systems Engineering & Materials Science
Feature extraction Engineering & Materials Science
Labels Engineering & Materials Science
Neural networks Engineering & Materials Science
Experiments Engineering & Materials Science
Electrocardiography Engineering & Materials Science
Artificial intelligence Engineering & Materials Science
Hidden Markov models Engineering & Materials Science

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Projects 2018 2021

Research Output 2007 2018

Enseigner la programmation à l'université : challenges didactiques et pédagogiques

Frenay, B. 2017 L'informatique et le numérique dans la classe : qui, comment, pourquoi ?. Presses universitaires de Namur

Research output: ResearchChapter

Label-noise-tolerant classification for streaming data

Frenay, B. & Hammer, B. 30 Jun 2017 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May, p. 1748-1755 8 p. 7966062

Research output: ResearchConference contribution

Vector quantization
Learning systems
Big data

Enseigner la programmation à travers un EDI enrichi

Henry, J. & Frenay, B. Jan 2016

Research output: Research - peer-reviewPoster

Information Visualisation and Machine Learning: Characteristics, Convergence and Perspective

Frenay, B. & Dumas, B. 29 Apr 2016 ESANN 2016: Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. publication, p. 623-628 6 p.

Research output: ResearchConference contribution

Learning systems
Data reduction

Activities 2017 2017

  • 1 Public lecture/Debate

Printemps des sciences 2017

Dumas, B. (Speaker), Thiran, P. (Speaker), Frenay, B. (Speaker), Florence Hainaut (Speaker)
23 Mar 2017

Activity: Public lecture/Debate


Algorithms for the Partition and Labelling of Natural Language Document Sets

Author: Puissant, J., 21 Jun 2017

Supervisor: Cleve, A. (President) & Frenay, B. (Supervisor)

Student thesis: Master typesMaster of Computer science


Analyzing, Understanding and Supporting the Evolution of Dynamic and Heterogeneous Data-Intensive Software Systems

Author: Meurice, L., 22 Jun 2017

Supervisor: Cleve, A. (Supervisor), Englebert, V. (President), Lanza, M. (Jury), Mens, T. (Jury), Frenay, B. (Jury) & Vanhoof, W. (Jury)

Student thesis: Doc typesDoctor of Sciences


Big data en apprentissage automatique : comment les gérer ?

Author: Mignolet, A., 22 Jun 2016

Supervisor: Frenay, B. (Supervisor) & Lambiotte, R. (Co-Supervisor)

Student thesis: Master typesMaster of Computer science

Clustering with Decision Trees: Divisive and Agglomerative Approach

Author: Castin, L., 29 Aug 2017

Supervisor: Jacquet, J. (President) & Frenay, B. (Supervisor)

Student thesis: Master typesMaster of Computer science


L’utilisation d’un outil d’analyse statique de code permet-il à des novices d’améliorer leur apprentissage de la programmation ?

Author: Bertrand, V., 31 Aug 2017

Supervisor: Jacquet, J. (President), Frenay, B. (Supervisor) & Henry, J. (Co-Supervisor)

Student thesis: Master typesMaster of Computer science