Personalized Federated Learning Algorithm with Adaptive Clustering for Non-IID IoT Data Incorporating Multi-Task Learning and Neural Network Model Characteristics.

Hsu, Hua-Yang; Keoy, Kay Hooi; Chen, Jun-Ru; Chao, Han-Chieh; Lai, Chin-Feng

Hsu, Hua-Yang; Keoy, Kay Hooi; Chen, Jun-Ru; Chao, Han-Chieh; Lai, Chin-Feng.

Afiliación

Hsu HY; Shenzhen Graduate School, Peking University, Beijing 100191, China.
Keoy KH; UCSI Graduate Business School, UCSI University, Kuala Lumpur 56000, Malaysia.
Chen JR; Department of Engineering Science, National Cheng Kung University, Tainan 70101, Taiwan.
Chao HC; Department of Electrical Engineering, National Dong Hwa University, Hualien 974301, Taiwan.
Lai CF; Department of Engineering Science, National Cheng Kung University, Tainan 70101, Taiwan.

Sensors (Basel) ; 23(22)2023 Nov 07.

Article en En | MEDLINE | ID: mdl-38005404

Palabras clave

Non-IID IoT data; adaptive clustering; personalized federated learning

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Idioma: En Revista: Sensors (Basel) Año: 2023 Tipo del documento: Article País de afiliación: China

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