Sannara Ek

According to our database1, Sannara Ek authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition.
CoRR, 2024

2023
Transformer-based models to deal with heterogeneous environments in Human Activity Recognition.
Pers. Ubiquitous Comput., December, 2023

Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

2022
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones.
Pervasive Mob. Comput., 2022

Lightweight Transformers for Human Activity Recognition on Mobile Devices.
CoRR, 2022

Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Learning Within Pervasive Heterogeneous Environments.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

Artifact: A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

2020
Evaluation of federated learning aggregation algorithms: application to human activity recognition.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020


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