Visual analytics for the interpretation of fluency tests during Alzheimer evaluation. - Antoine Lhuillier; Christophe Hurter; Christophe Jouffrais; Emmanuel J. Barbeau; Hélène Amieva (VAHC, 2015)

Multi-sensing of fragile persons for risk situation detection: devices, methods, challenges. - Thinhinane Yebda; Jenny Benois-Pineau; Hélène Amieva; Benjamin Frolicher (CBMI, 2019)

Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amièva; Cathal Gurrin (ICMR, 2020)

A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (CBMI, 2021)

Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amieva; Laura Middleton; Max Bergelt (MMM (2), 2021)

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Thinhinane Yebda; Marion Pech; Hélène Amieva; Laura Middleton (ICPR, 2022)

A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Thinhinane Yebda; Hélène Amieva; Laura Middleton (ICDAR@ICMR, 2022)

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (IEEE Multim., 2022)

Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. - Meghna P. Ayyar; Jenny Benois-Pineau; Akka Zemmari; Hélène Amieva; Laura Middleton (CBMI, 2023)

A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Kamel Guerda; Boris Mansencal; Hélène Amieva; Laura Middleton (Multim. Tools Appl., 2024)