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Author

Yixiang Zhang

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Review Sep 2026

A State-Of-The-Art Review of Industrial Time Series Data Analysis: Methods and Applications

A systematic review of state-of-the-art methods—spanning statistical approaches, machine learning (ML), deep learning (DL), and cutting-edge large models—along with their applications in industrial decision-making to inspire innovations in realizing data-driven intelligent decision-making for next-generation IIoT syste...

Li-Lan Liu, Yixiang Zhang, Yan-Ning Sun et al. · 0 citations

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