A federated learning aggregation algorithm for pervasive computing: Evaluation and comparison EK Sannara, F Portet, P Lalanda, V German 2021 IEEE International Conference on Pervasive Computing and Communications …, 2021 | 82 | 2021 |
Evaluation of federated learning aggregation algorithms: application to human activity recognition S Ek, F Portet, P Lalanda, G Vega Adjunct proceedings of the 2020 ACM international joint conference on …, 2020 | 44 | 2020 |
Lightweight Transformers for Human Activity Recognition on Mobile Devices S EK, F Portet, P Lalanda arXiv preprint arXiv:2209.11750, 2022 | 6* | 2022 |
Evaluating Federated Learning for human activity recognition S Ek, F Portet, P Lalanda, GEV Baez Workshop AI for Internet of Things, in conjunction with IJCAI-PRICAI 2020, 2021 | 6 | 2021 |
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones S Ek, F Portet, P Lalanda, G Vega Pervasive and Mobile Computing 87, 101714, 2022 | 5 | 2022 |
Artifact: A federated learning aggregation algorithm for pervasive computing: Evaluation and comparison S Ek, F Portet, P Lalanda, G Vega 2021 IEEE International Conference on Pervasive Computing and Communications …, 2021 | 3 | 2021 |
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR S Ek, R Rombourg, F Portet, P Lalanda 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 1 | 2022 |
Transformer-based models to deal with heterogeneous environments in Human Activity Recognition S Ek, F Portet, P Lalanda Personal and Ubiquitous Computing, 1-14, 2023 | | 2023 |
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity R Presotto, S Ek, G Civitarese, F Portet, P Lalanda, C Bettini 2023 IEEE International Conference on Smart Computing (SMARTCOMP), 33-40, 2023 | | 2023 |
Federated Learning Within Pervasive Heterogeneous Environments S Ek, P Lalanda, F Portet 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | | 2022 |
Le projet GazePlay: des jeux ouverts, gratuits et une communauté pour les personnes en situation de polyhandicap D Schwab, S Riou, A Fejza, L Vial, J Marku, W El Husseini, EK Sannara, ... 1024–Bulletin de la Société informatique de France, 2020 | | 2020 |
Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition S Ek, R Presotto, G Civitarese, F Portet, P Lalanda, C Bettini Available at SSRN 4529608, 0 | | |