Publications

You will find a list of recent publications (since 2020). You can also check my Scholar profile for older ones.

2024

  1. Metric Learning for Multi-relational Data
    Jiajun Pan, and Hoel Le Capitaine
    Int. Journal on Machine Learning and Cybernetics, 2024
  2. ConstructED : Constructing Educational Datasets from YouTube Transcripts
    Aymen Bazouzi, Mickael Foursov, Hoel Le Capitaine, and 1 more author
    In 16th International Conference on Computer Supported Education (CSEDU), 2024
  3. Precedability Prediction Between Open Educational Resources
    Aymen Bazouzi, Hoel Le Capitaine, Zoltan Miklos, and 1 more author
    In Proceedings of the 2024 ACM International Conference on Information Technology for Social Good, 2024
  4. Comparing Neural Network and Linear Models in Economic MPC: Insights from BOPTEST for Building Temperature Control
    Francois Gauthier-Clerc, Hoel Le Capitaine, Fabien Claveau, and 1 more author
    In 2024 European Control Conference (ECC), 2024

2023

  1. EMBEDD-ER : EMBEDDing Educational Resources Using Linked Open Data
    Aymen Bazouzi, Mickael Foursov, Hoel Le Capitaine, and 1 more author
    In 15th International Conference on Computer Supported Education (CSEDU), 2023
  2. A Hybrid Linear-Nonlinear ARX Model for reliable Multi-Step Prediction: application to SwPool Benchmark
    Francois Gauthier-Clerc, Hoel Le Capitaine, Fabien Claveau, and 1 more author
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  3. Operating data of a specific Aquatic Center as a Benchmark for dynamic model learning: search for a valid prediction model over an 8-hour horizon
    Francois Gauthier-Clerc, Hoel Le Capitaine, Fabien Claveau, and 1 more author
    In 2023 European Control Conference (ECC), 2023
  4. Optimisation du pilotage industriel d’une piscine publique grâce à la modélisation dirigée par les données: proposition d’un jeu de données applicatif
    François Gauthier-Clerc, Hoel Le Capitaine, Fabien Claveau, and 1 more author
    In Actes de la Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle APIA-PFIA2023, 2023

2022

  1. Explaining autoencoders with local impact scores
    Clément Picard, and Hoel Le Capitaine
    In Workshop on Trustworthy Artificial Intelligence as a part of the ECML/PKDD 22 program, 2022

2021

  1. What should I learn next? Ranking Educational Resources
    Victor Connes, Colin Higuera, and Hoel Le Capitaine
    In 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), 2021
  2. Using Grammatical Inference to Build Privacy Preserving Data-sets of User Logs
    Victor Connes, Colin De La Higuera, and Hoel Le Capitaine
    In International Conference on Grammatical Inference, 2021

2020

  1. Metric learning with submodular functions
    Jiajun Pan, and Hoel Le Capitaine
    Neurocomputing, 2020