Publications

Atmospheric and Oceanic Physics

Dynamics of Bubble Plumes Produced by Breaking Waves

Bubble plumes play a significant role in the air-sea interface by influencing processes such as air-sea gas exchange, aerosol production, modulation of oceanic carbon and nutrient cycles, and the vertical structure of the upper ocean. Using acoustic…

Daniel Peláez-Zapata, Vikram Pakrashi, Frédéric Dias

Journal of Physical Oceanography - 2024

Environmental Sciences

Anomaly Detection in IoT Sensor Energy Consumption Using LSTM Neural Networks and Isolation Forest

Quôc Vo, Philippe Ea, Selma Benzouaoua, Osman Salem, Ahmed Mehaoua

2024 7th Conference on Cloud and Internet of Things (CIoT) - 2024

Mathematics

Model-guided contrastive fine-tuning for industrial anomaly detection

Aitor Artola, Yannis Kolodziej, Jean-Michel Morel, Thibaud Ehret

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

Mathematics

A generic and flexible regularization framework for NeRFs

Thibaud Ehret, Roger Marí, Gabriele Facciolo

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) - 2024

Life Sciences

Predicting Heart Disease with Random Forest: An In-Depth Analysis of Machine Learning Techniques for Early Detection and Risk Assessment

Quôc Vo, Philippe Ea, Osman Salem, Ahmed Mehaoua

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

Computer Science

Anomaly Detection in Federated Learning: A Comprehensive Study on Data Poisoning and Energy Consumption Patterns in IoT Devices

Abdelkader Tounsi, Osman Salem, Ahmed Mehaoua

2024 7th Conference on Cloud and Internet of Things (CIoT) - 2024

Sciences of the Universe

Radar Fields: An Extension of Radiance Fields to SAR

Thibaud Ehret, Roger Marí, Dawa Derksen, Nicolas Gasnier, Gabriele Facciolo

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

Life Sciences

Algorithm for Detection of Convulsive Seizures in Severe Encephalitis Based on Multiscale Compressed Shapelets

Yixiao Mao, Runze Zheng, Duanpo Wu, Yixuan Yuan, Jie Li, Tiejia Jiang, Feng Gao, Junbiao Liu, Shenyi Dai, Danping Wang, Jiuwen Cao, Pierre-Paul Vidal

IEEE Transactions on Instrumentation and Measurement - 2024

Mathematics

Robust Federated Learning Against Data Poisoning: A Split Learning-Based Approach Evaluated on Various Aggregation Techniques

Abdelkader Tounsi, Osman Salem, Ahmed Mehaoua

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

Life Sciences

Seizure Detection of West Syndrome Based on Hybrid Optimization of Entropies With Multisensor EEG Data

Yue Bi, Duanpo Wu, Zhaoyang Xu, Pierre-Paul Vidal, Danping Wang, Yi Lin, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu

IEEE Sensors Journal - 2024