Sannara Ek

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Human Activity Recognition

Labeled Data For Training

Heterogeneous Environments

Top Venues

PerCom Workshops

UbiComp/ISWC Adjunct

Pervasive Mob. Comput.

Publications

Sannara Ek, Riccardo Presotto, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini
Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition. CoRR (2024)
Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity. SMARTCOMP (2023)
Riccardo Presotto, Sannara Ek, Gabriele Civitarese, François Portet, Philippe Lalanda, Claudio Bettini
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity. CoRR (2023)
Sannara Ek, François Portet, Philippe Lalanda
Transformer-based models to deal with heterogeneous environments in Human Activity Recognition. Pers. Ubiquitous Comput. 27 (6) (2023)
Sannara Ek, Philippe Lalanda, François Portet
Federated Learning Within Pervasive Heterogeneous Environments. PerCom Workshops (2022)
Sannara Ek, Romain Rombourg, François Portet, Philippe Lalanda
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR. CoRR (2022)
Sannara Ek, Romain Rombourg, François Portet, Philippe Lalanda
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR. PerCom Workshops (2022)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones. CoRR (2022)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones. Pervasive Mob. Comput. 87 (2022)
Sannara Ek, François Portet, Philippe Lalanda
Lightweight Transformers for Human Activity Recognition on Mobile Devices. CoRR (2022)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. PerCom (2021)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
Artifact: A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. PerCom Workshops (2021)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison. CoRR (2021)
Sannara Ek, François Portet, Philippe Lalanda, Germán Vega
Evaluation of federated learning aggregation algorithms: application to human activity recognition. UbiComp/ISWC Adjunct (2020)