Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (CBMS, 2019)

Routine Modeling with Time Series Metric Learning. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2019)

Learning personalized ADL recognition models from few raw data. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Artif. Intell. Medicine, 2020)

Sequence Metric Learning as Synchronization of Recurrent Neural Networks. - Paul Compagnon; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (IJCNN, 2021)

Improved CNN-based Magnetic Indoor Positioning System using Attention Mechanism. - Mahdi Abid; Paul Compagnon; Grégoire Lefebvre (IPIN, 2021)

Sequence metric learning : Application to human activity recognition. (Apprentissage de métrique sur les séquences : Application à la reconnaissance d'activité). - Paul Compagnon (2021)

Domestic Hot Water Forecasting for Individual Housing with Deep Learning. - Paul Compagnon; Aurore Lomet; Marina Reyboz; Martial Mermillod (PKDD/ECML Workshops (2), 2022)

Attention-PVS for Domestic Hot Water Consumption Forecasting in Individual Household. - Ayu Sonoda; Paul Compagnon; Marina Reyboz; Hiroaki Nishi (IECON, 2023)