Accéder directement au contenu

Germain Forestier

4
Documents
Identifiants chercheurs

Présentation

I'm a professor of computer science working on data science with a special interest in processing temporal data (time series). I mostly apply my work to surgical data science, digital pathology and geosciences. Find more information about my work on my personnal page: <https://germain-forestier.info/>

Publications

"ali-ismail-fawaz"
Image document

Enhancing Time Series Classification with Self-Supervised Learning

 Ali Ismail-Fawaz , Maxime Devanne , Jonathan Weber , Germain Forestier
International Conference on Agents and Artificial Intelligence (ICAART), Feb 2023, Lisbon, France. pp.40-47, ⟨10.5220/0011611300003393⟩
Communication dans un congrès hal-04143083v1
Image document

Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés Manuellement

 Ali Ismail-Fawaz , Maxime Devanne , Jonathan Weber , Germain Forestier
ORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès hal-04219450v1
Image document

LITE: Light Inception with boosTing tEchniques for Time Series Classification

 Ali Ismail-Fawaz , Maxime Devanne , Stefano Berretti , Jonathan Weber , Germain Forestier
2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, France. pp.1-10, ⟨10.1109/dsaa60987.2023.10302569⟩
Communication dans un congrès hal-04535657v1
Image document

Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters

 Ali Ismail-Fawaz , Maxime Devanne , Jonathan Weber , Germain Forestier
IEEE International Conference on Big Data (Big Data), Dec 2022, Osaka, Japan. pp.972-981, ⟨10.1109/bigdata55660.2022.10020496⟩
Communication dans un congrès hal-04143093v1