publications

Publications

2021

  1. ESANN
    Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation.
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    ESANN 2021-29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN. 2021
  2. AALTD - ECML
    Non-Parametric Multivariate Time Series Co-Clustering Model Applied to Driving-Assistance Systems Validation.
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    International Workshop on Advanced Analysis & Learning on Temporal Data. 2021
  3. SFDS
    Multiple Co-clustering de séries temporelles. Application à la validation de systèmes d’aide à la conduite.
    52emes Journées de Statistiques. Société Française de Statistique. 2021
  4. thesis
    Multi-Block Clustering and Analytical Visualization of Massive Time Series from Autonomous Vehicle Simulation
    Goffinet, Etienne
    2021

2020

  1. Preprint
    Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation.
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    2020
  2. SFC
    Validation de Systèmes de Conduite Autonome par Co-clustering de Séries Temporelles
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    Workshop Nouvelles méthodes pour l’analyse descriptive et prédictive de données massives et structurées. Société Francophone de Classification (SFC) 2020
  3. ECML PKDD
    Autonomous Driving Validation with Model-Based Dictionary Clustering.
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD. 2020
  4. EGC
    Clustering de séries temporelles par construction de dictionnaire.
    Goffinet, E., Lebbah, M., Azzag, Giraldi, L., , and Coutant, A.
    Extraction et Gestion des Connaissances (EGC) 2020