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Research article

First published 2025-9

Scenario-aware clustered federated learning for vehicle trajectory prediction with non-IID data

Liang Tao, Yangguang Cui, Xiaodong Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-2

Dynamic Adaptive Collaboration for Personalized Federated Learning

LiXin Qin, ChunLong Yao, Ying Li

Intelligenza Artificiale

Open access

Research article

First published 2025

A personalized federated learning approach to enhance joint modeling for heterogeneous medical institutions

Hong Ye, Xiangzhou Zhang, Kang Liu [...]

DIGITAL HEALTH

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Research article

First published 2026

SEFA: Sparse and Efficient Federated Aggregation for Robust Healthcare Applications in IoMT Environments

Tejinder Sharma, Bharti Sharma

Intelligenza Artificiale

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Research article

First published 1988-3

Degenerate U-Statistics Based on Non-Independent Observations

E. Carlstein

Calcutta Statistical Association Bulletin

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Research article

First published 2025

Intelligent fault diagnosis of bearings based on domain generalization class incremental transfer learning

Qianqian Zhang, Haitao Yan, Zhongwei Lv [...]

Journal of Vibration and Control

Free access

Research article

First published 2007-7

Non-linearities and GARCH Effects in the Emerging Stock Markets of South Asia

Raj S Dhankar, Madhumita Chakraborty

Vikalpa: The Journal for Decision Makers

Open access

Research article

First published 2025

FAME: A privacy-preserving dual-stage deep learning framework for breast ultrasound imaging using federated transfer and synthetic learning

Abdul Raheem, Zhen Yang, Ala Saleh Alluhaidan [...]

DIGITAL HEALTH

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