1 code implementation • 23 Nov 2021 • Damien Bouchabou, Sao Mai Nguyen, Christophe Lohr, Benoit Leduc, Ioannis Kanellos
We thus demonstrate that taking into account the context of the sensors and their semantics increases the classification performances and enables transfer learning.
no code implementations • 18 Oct 2021 • Damien Bouchabou, Sao Mai Nguyen, Christophe Lohr, Benoit Leduc, Ioannis Kanellos
In this paper, we present recent algorithms, works, challenges and taxonomy of the field of human activity recognition in a smart home through ambient sensors.
1 code implementation • 1 Dec 2020 • Damien Bouchabou, Sao Nguyen, Christophe Lohr, Benoit Leduc, Ioannis Kanellos
Our analysis also shows that FCN is a suitable algorithm for smart home activity recognition and hightlights the advantages of automatic feature extraction.
no code implementations • 10 Jul 2020 • Linda Nanan Vallée, Sao Mai Nguyen, Christophe Lohr, Ioannis Kanellos, Olivier Asseu
With the outlook of improving communication and social abilities of people with ASD, we propose to extend the paradigm of robot-based imitation games to ASD teenagers.
no code implementations • 9 Jul 2020 • Linda Nanan Vallée, Christophe Lohr, Sao Mai Nguyen, Ioannis Kanellos, O. Asseu
Autism spectrum disorder is a neurodevelopmental condition that includes issues with communication and social interactions.
no code implementations • 10 Apr 2020 • Sao Mai Nguyen, Nathalie Collot-Lavenne, Christophe Lohr, Sébastien Guillon, Patricio Tula, Alvaro Paez, Mouad Bouaida, Arthus Anin, Saad El Qacemi
Previous studies have suggested that being imitated by an adult is an effective intervention with children with autism and developmental delay.