Publications

Enhancing Time Series Classification with Self-Supervised Learning (2023) Communication

Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier

International Conference on Agents and Artificial Intelligence (ICAART)
Decision Based on Belief Interval for Multi-class Obstacle Perception of Self-driving Cars (2023) Article

Danut-Vasile Giurgi, Mihreteab Negash Geletu, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger, M. Wogari

Advances and Applications of DSmT for Information Fusion
Mortar Trajectory Estimation by a Deep Error-State Kalman Filter in a GNSS-Denied Environment (2023) Communication

A. Roux, S. Changey, J. Weber, Jph. Lauffenburger

IEEE/ION Position Location and Navigation Symposium, ION PLANS 23
Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset (2022) Article

Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

Remote Sensing
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters (2022) Communication

Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier

IEEE International Conference on Big Data (Big Data)
Incremental constrained clustering with application to remote sensing images time series (2022) Communication

Baptiste Lafabregue, Pierre Gançarski, Jonathan Weber, Germain Forestier

IEEE International Conference on Data Mining Incr'Learn Workshops
Projectile trajectory estimation: an LSTM approach (2022) Communication

Alicia Roux, Jonathan Weber, Jean-Philippe Lauffenburger, Sébastien Changey

Conference on Artificial Intelligence for Defense
Data Augmentation for Time Series Classification with Deep Learning Models (2022) Communication

Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data
Deep Learning Based Architecture Reduction on Camera-Lidar Fusion for Autonomous Vehicles (2022) Communication

Mihreteab Negash Geletu, Thomas Josso-Laurain, Maxime Devanne, Mengesha Mamo Wogari, Jean-Philippe Lauffenburger

2022 2nd International Conference on Computers and Automation (CompAuto)
Sentiment Analysis Based on Deep Learning in E-Commerce (2022) Communication

Ameni Chamekh, Mariem Mahfoudh, Germain Forestier

International Conference on Knowledge Science, Engineering and Management (KSEM)

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Publications

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