Damien Bouchabou

Publications

Article dans une revue (2)

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning Damien Bouchabou,Sao Mai Nguyen,Christophe Lohr,Benoit Leduc,Ioannis Kanellos Sensors, 2021, 21, ⟨10.3390/s21186037⟩ Article dans une revue hal-03343114v1
Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes Damien Bouchabou,Sao Mai Nguyen,Christophe Lohr,Benoit Leduc,Ioannis Kanellos Electronics, 2021, 10 (20), pp.2498. ⟨10.3390/electronics10202498⟩ Article dans une revue hal-03381762v1

Communication dans un congrès (5)

Generative Pretrained Embedding and Hierarchical Irregular Time Series Representation for Daily Living Activity Recognition Damien Bouchabou,Sao Mai Nguyen ECAI 2024 - 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, Oct 2024, Santiago de Compostela, Spain. pp.4764 - 4771, ⟨10.3233/faia241075⟩ Communication dans un congrès hal-04858744v1
Representation of Irregularly Sampled Time Series with Generative Language Models for Classification and Transfer Learning Damien Bouchabou,Sao Mai Nguyen,Christophe Lohr,Benoit Leduc,Ioannis Kanellos ML4ITS 2023: 2nd International Workshop on Machine Learning for Irregular Time Series Co-located with ECML PKDD 2023, Sep 2023, Turin (IT), Italy Communication dans un congrès hal-04437409v1
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes Damien Bouchabou,Sao Mai Nguyen,Christophe Lohr,Ioannis Kanellos,Benoit Leduc DL-HAR 2021: 2nd International Workshop on Deep Learning for Human Activity Recognition, Jan 2021, Yokohama, Japan. pp.111-125, ⟨10.1007/978-981-16-0575-8_9⟩ Communication dans un congrès hal-03032449v1
Mission Oriented Robust Multi-Team Formation and Its Application to Robot Rescue Simulation Tenda Okimoto,Tony Ribeiro,Damien Bouchabou,Katsumi Inoue the Twenty-Fifth International Joint Conference on Artificial Intelligence, Feb 2018, New York, United States Communication dans un congrès hal-01710469v1
Mission Oriented Robust Multi-Team Formation and Its Application to Robot Rescue Simulation Tenda Okimoto,Tony Ribeiro,Damien Bouchabou,Katsumi Inoue Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16), Jul 2016, New York, United States Communication dans un congrès hal-02072835v1