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Federated Learning based Water Streamflow Forecasting via Multi-Sensor Data Fusion

delete2025-12-02
delete0
PRE
AI
Y
Yuchao Xia
H
Hailin Feng
Q
Quanbo Ge
J
Joel J. P. C. Rodrigues
T
Thippa Reddy Gadekallu
K
Kai Fang
DOI：10.1016/j.inffus.2025.104020delete
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摘要

摘要

En 中文
• 1) FedMSF通过联邦学习实现多传感器径流预报。 • 2) 极端感知数据增强在稀疏条件下增强了事件检测。 • 3) 基于大型语言模型（LLM）的先进人工智能指导训练，并提高泛化能力和稳定性。

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Information Fusion
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nanjing university of information science and technology
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f university
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amazonas state university
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