Damien Bouchabou

Publications

Article dans une revue (2)

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
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

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