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Personal profile

Education/Academic qualification

Doctor of Science, Université Catholique de Louvain (UCL)

Fingerprint Dive into the research topics where Benoît Frenay is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2018 2021

Research Output 2007 2019

BIR: A Method for Selecting the Best Interpretable Multidimensional Scaling Rotation using External Variables

Marion, R., Bibal, A. & Frenay, B., 4 Feb 2019, In : Neurocomputing. 342, p. 83-96 14 p.

Research output: Contribution to journalArticle

Ecology
Invariance
Psychology
File

Measuring Quality and Interpretability of Dimensionality Reduction Visualizations

Bibal, A. & Frenay, B., 2019, SafeML ICLR Workshop. New Orleans, Louisiana

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Open Access
File
Visualization
Learning systems

User-Based Experiment Guidelines for Measuring Interpretability in Machine Learning

Bibal, A., Dumas, B. & Frenay, B., 2019, EGC Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence. Metz

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Open Access
File
Learning systems
Human computer interaction
Experiments

AI in a Nutshell : Three Hands-on Activities for Teenagers

Dumas, B., Frenay, B., Henry, J., Smal, A., Collard, A-S. & Hernalesteen, A., Jun 2018, (Unpublished). 4 p.

Research output: Contribution to conferencePaper

File
artificial intelligence
emotion
expert
Teaching
resources

Activities 2017 2019

  • 2 Public lecture/Debate
  • 1 Oral presentation

School Education Transformation Technology

Julie Henry (Organiser), Fanny Boraita (Organiser), Benoît Frenay (Organiser), Vincent Englebert (Organiser), Anne-Sophie Collard (Organiser), Kathleen De Grove (Organiser), Éric Willems (Organiser)
25 Apr 201926 Apr 2019

Activity: Participating in or organising an event typesPublic lecture/Debate

IDC 2018

Anne-Sophie Collard (Speaker), Bruno Dumas (Speaker), Benoît Frenay (Speaker), Julie Henry (Speaker), Anne Smal (Speaker), Alyson Hernalesteen (Speaker)
19 Jun 201822 Jun 2018

Activity: Talk or presentation typesOral presentation

Printemps des sciences 2017

Bruno Dumas (Speaker), Philippe Thiran (Speaker), Benoît Frenay (Speaker), Florence Hainaut (Speaker)
23 Mar 2017

Activity: Participating in or organising an event typesPublic lecture/Debate

Thesis

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 in Computer science

File

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. (External person) (Jury), Mens, T. (External person) (Jury), Frenay, B. (Jury) & Vanhoof, W. (Jury)

Student thesis: Doc typesDoctor of Sciences

File

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 in Computer science

File

Enseigner l’intelligence artificielle pour les jeunes de 12 à 14 ans afin d’en changer leur image et leur représentation au travers d’activités de courte durée

Author: Olivier, B., 21 Jun 2018

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

Student thesis: Master typesMaster in Computer Science Professional focus in Software engineering

File

Inégalité de Hoeffding pour la classification en machine learning

Author: Joskin, P., 30 Aug 2018

Supervisor: Frenay, B. (Supervisor)

Student thesis: Master typesMaster in Computer science

File