Multiple metric learning for large margin kNN classification of time series. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (EUSIPCO, 2015)

Temporal and Frequential Metric Learning for Time Series kNN Classification. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (AALTD@PKDD/ECML, 2015)

A Multi-modal Metric Learning Framework for Time Series kNN Classification. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification. - Cao-Tri Do; Ahlame Douzal Chouakria; Sylvain Marié; Michèle Rombaut; Saeed Varasteh (Inf. Sci., 2017)

Déploiement optimal d'un réseau de capteurs sous des contraintes de couverture et de connectivité. (Optimal deployment in wireless sensor networks under cover and connectivity constraints). - Sylvain Marié (2019)

Passage retrieval in context: Experiments on Patents. - Lucas Albarede; Philippe Mulhem; Lorraine Goeuriot; Claude Le Pape-Gardeux; Sylvain Marié; Trinidad Chardin-Segui (CORIA, 2021)

Passage Retrieval on Structured Documents Using Graph Attention Networks. - Lucas Albarede; Philippe Mulhem; Lorraine Goeuriot; Claude Le Pape-Gardeux; Sylvain Marié; Trinidad Chardin-Segui (ECIR (2), 2022)

A Pre-screening Approach for Faster Bayesian Network Structure Learning. - Thibaud Rahier; Sylvain Marié; Florence Forbes (ECML/PKDD (5), 2022)

Impact of line length, EV and PV on LV Grid topology identification based on voltage correlation. - Victor Bossard; Lena Joyeux; Sylvain Marié; Thi thu ha Pham; Regis Vautrin; Carl Mugnier; Theo Lagarde; Vanya Ignatova (ISGT EUROPE, 2023)

Entity Enhanced Attention Graph-Based Passages Retrieval. - Lucas Albarede; Lorraine Goeuriot; Philippe Mulhem; Claude Le Pape-Gardeux; Sylvain Marié; Trinidad Chardin-Segui (CORIA-TALN, 2023)

Heterogeneous graph attention networks for passage retrieval. - Lucas Albarede; Philippe Mulhem; Lorraine Goeuriot; Sylvain Marié; Claude Le Pape-Gardeux; Trinidad Chardin-Segui (Inf. Retr. J., 2023)