Research

tsseg: An Interactive Toolkit for Time Series Segmentation Félix Chavelli, Arik Ermshaus, Fan Yang, Patrick Schäfer, John Paparrizos, Paul Boniol European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). Naples, Italy, September 2026 Conference Code Demo

Toward Interpretable Evaluation Measures for Time Series Segmentation Félix Chavelli, Paul Boniol, Michaël Thomazo Conférence sur l'Apprentissage automatique (CAp). Montpellier, France, July 2026 Conference PDF Code

Vers des mesures d'évaluation interprétables pour la segmentation de séries temporelles Félix Chavelli, Paul Boniol, Michaël Thomazo 26^ème Conférence Francophone sur l'Extraction et la Gestion des Connaissances (EGC). Anglet, France, January 2026 Conference PDF

Toward Interpretable Evaluation Measures for Time Series Segmentation Félix Chavelli, Paul Boniol, Michaël Thomazo Proceedings of the Thirty-Ninth Conference on Neural Information Processing Systems (NeurIPS). San Diego, USA, December 2025 Conference PDF Code

Toward Interpretable Methods for Time Series Analytics Félix Chavelli 51^st International Conference on Very Large Data Bases (VLDB), Ph.D. Workshop. London, United Kingdom Conference PDF

Toward Interpretable Methods for Time Series Analytics Félix Chavelli 41^èmes journées de la conférence Gestion de Données – Principes, Technologies et Applications (BDA), Ph.D. Workshop. Toulouse, France Conference PDF

Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems Félix Chavelli, Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan Intelligent Information and Database Systems (ACIIDS). In: Nguyen, N.T., et al. Lecture Notes in Computer Science, vol. 15683. Springer, Singapore Conference PDF

Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems Félix Chavelli, Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan Machine Learning and the Physical Sciences Workshop (ML4PS), NeurIPS 2024. Vancouver, BC, Canada Workshop PDF

Assessing the Effectiveness of Intrinsic Dimension Estimators for Uncovering the Phase Space Dimensionality of Dynamical Systems from State Observations Félix Chavelli, Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan Database and Expert Systems Applications (DEXA). Lecture Notes in Computer Science, vol. 14146. Springer, Cham Conference DOI Code