Human Activity Recognition with Smart Watches Using Federated Learning-Reference-Cited by-同舟云学术

Human Activity Recognition with Smart Watches Using Federated Learning

Published:2022 Issue: Volume: Page:77-85
ISSN:2367-3370
Container-title:Lecture Notes in Networks and Systems
language:
Short-container-title:

Author:

Gönül Tansel^ORCID,Incel Ozlem Durmaz^ORCID,Isiklar Alptekin Gulfem^ORCID

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-09176-6_9

Reference18 articles.

1. Agac, S., Shoaib, M., Durmaz Incel, O.: Smoking recognition with smartwatch sensors in different postures and impact of user’s height. J. Ambient Intell. Smart Environ. 12(3), 239–261 (2020)

2. Aledhari, M., Razzak, R., Parizi, R.M., Saeed, F.: Federated learning: a survey on enabling technologies, protocols, and applications. IEEE Access 8, 140699–140725 (2020). https://doi.org/10.1109/ACCESS.2020.3013541

3. Brendan McMahan, D.R.: Federated learning: collaborative machine learning without centralized training data (2017). https://ai.googleblog.com/2017/04/federated-learning-collaborative.html

4. Can, Y.S., Ersoy, C.: Privacy-preserving federated deep learning for wearable IoT-based biomedical monitoring. ACM Trans. Internet Technol. 21(1) (2021). https://doi.org/10.1145/3428152

5. Chen, Y., Qin, X., Wang, J., Yu, C., Gao, W.: FedHealth: a federated transfer learning framework for wearable healthcare. IEEE Intell. Syst. 35(4), 83–93 (2020). https://doi.org/10.1109/MIS.2020.2988604

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1. Cross-Modal Federated Human Activity Recognition;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-08

2. A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

3. Hierarchical federated learning based on ordinal patterns for detecting sedentary behavior;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

4. Energy Aware Federated Learning with Application of Activity Recognition;2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech);2023-11-14