Guillaume Habault

According to our database, Guillaume Habault authored at least 17 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Time-delayed Multivariate Time Series Predictions.

Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

ICDAR'23: Intelligent Cross-Data Analysis and Retrieval.

Guillaume Habault, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Yuta Nakashima, Cathal Gurrin

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

A Classical Machine Learning Method for Locomotion and Transportation Recognition using both Motion and Location Data.

Guillaume Habault, Huy Quang Ung, Shinya Wada

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction.

Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data.

Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Is Adding More Modalities Better in a Multimodal Spatio-temporal Prediction Scenario? A Case Study on Japan Air Quality.

Yutaro Mishima, Guillaume Habault, Shinya Wada

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

Influence of Land Use information over performance when predicting spatiotemporal electricity load demand.

Guillaume Habault, Shinya Wada, Chihiro Ono

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Elucidating the extent by which population staying patterns help improve electricity load demand predictions.

Guillaume Habault, Shinya Wada, Rui Kimura, Chihiro Ono

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Detecting errors in short-term electricity demand forecast using people dynamics.

Guillaume Habault, Yasutaka Nishimura, Kiyohito Yoshihara, Chihiro Ono

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Delivery Management System Based on Vehicles Monitoring and a Machine-Learning Mechanism.

Guillaume Habault, Yuya Taniguchi, Naoaki Yamanaka

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

2017

Monitoring Traffic Optimization in a Smart Grid.

Guillaume Habault, Maxime Lefrançois, François Lemercier, Nicolas Montavont, Periklis Chatzimisios, Georgios Z. Papadopoulos

IEEE Trans. Ind. Informatics, 2017

An efficient electric vehicle charging architecture based on LoRa communication.

Ange Ouya, Blanca Martínez de Aragón, Cécile Bouette, Guillaume Habault, Nicolas Montavont, Georgios Z. Papadopoulos

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

2016

Effective communicating optimization for V2G with electric bus.

Toshichika Shiobara, Guillaume Habault, Jean-Marie Bonnin, Hiroaki Nishi

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Defining a Distributed Architecture for Smart Energy Aware Systems.

Guillaume Habault, Jani Hursti, Jean-Marie Bonnin

Proceedings of the Complex Systems Design & Management, 2016

2015

Service-based Networking for M2M Communications. (Réseaux basés sur les services disponibles et appliqués aux communications de machine à machine).

Guillaume Habault

PhD thesis, 2015

2014

Service-based network selection proposal for complex heterogeneous environments.

Guillaume Habault, Laurent Toutain, Nicolas Montavont, Philippe Bertin

Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

2013

Lightweight service announcement: The case for Wi-Fi M2M service providers.

Guillaume Habault, Patrick Maillé, Laurent Toutain, Alexander Pelov, Nicolas Montavont, Philippe Bertin

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2013