Publications

Mathematics

A Review of t-SNE

Sangwon Jung, Tristan Dagobert, Jean-Michel Morel, Gabriele Facciolo

Image Processing On Line - 2024

Oceanography

Observations of Shoaling and Breaking Waves in Shallow Water With Different Coherent X-Band Radars

The study analyzes the microwave imaging of shoaling nearshore surface gravity waves during the process of steepening and breaking over two beaches for a wide range of environmental conditions. Data are sourced from two coherent X-band radars,…

Susanne Støle-Hentschel, Patricio A Catalán, Michael Streßer, Jochen Horstmann, Frédéric Dias

IEEE Transactions on Geoscience and Remote Sensing - 2024

Mathematics

Comparative Analysis of ML and DL Approaches for Securing IoMT Environments

Selma Benzouaoua, Philippe Ea, Osman Salem, Ahmed Mehaoua

2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) - 2024

Life Sciences

A Novel Seizure Detection Method Based on the Feature Fusion of Multimodal Physiological Signals

Duanpo Wu, Jun Wei, Pierre-Paul Vidal, Danping Wang, Yixuan Yuan, Jiuwen Cao, Tiejia Jiang

IEEE Internet of Things Journal - 2024

Mathematics

On The Local Geometry of the Pet Reconstruction Problem

Ramy Merabet, Florent Sureau, Alain Trouvé

2024 IEEE International Symposium on Biomedical Imaging (ISBI) - 2024

Computer Science

Unsupervised Anomaly Detection in IoMT Based on Clustering and Online Learning

Philippe Ea, Quôc Vo, Osman Salem, Ahmed Mehaoua

2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) - 2024

Computer Science

Graph dictionary learning for the study of human motion

Marion Chauveau, Antoine Mazarguil, Laurent Oudre

2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - 2024

Computer Science

d symb Playground: An Interactive Tool to Explore Large Multivariate Time Series Datasets

Sylvain Combettes, Paul Boniol, Charles Truong, Laurent Oudre

2024 IEEE 40th International Conference on Data Engineering (ICDE) - 2024

Life Sciences

New precursors of ill mental health and the “at risk” adolescent brain: Implication for prevention

Jean-Luc Martinot, Marie-Laure Paillere, Alice Chavanne, Eric Artiges

Annales Médico-Psychologiques, Revue Psychiatrique - 2024

Computer Science

Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery

Xavier Bou, Gabriele Facciolo, Rafael Grompone von Gioi, Jean-Michel Morel, Thibaud Ehret

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - 2024