Meta-Learning Task Relations for Ensemble-Based Temporal Domain Generalization in Sensor Data Forecasting

Temporal domain generalization is crucial for the temporal forecasting of sensor data due to the non-stationary and evolving nature of most sensor-generated time series. However, temporal dynamics vary in scale, semantics, and structure, leading to distribution shifts that a single model cannot easi...

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Bibliographic Details
Main Authors: Liang Zhang, Jiayi Liu, Bo Jin, Xiaopeng Wei
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
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Online Access:https://www.mdpi.com/1424-8220/25/14/4434
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