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Xiangyu Liu

Ocean University of China

5 Yushan Road

Qingdao, 266003

China

  • Ocean University of China

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Semi-Supervised Multivariate Time Series Classification Via Adaptive Segmentation and Intra-Class Heterogeneity-Resilient Contrastive Learning

Number of pages: 32 Posted: 14 Jul 2025
Longyue Cui, Peilan He, Yidan Sun, Junyu Dong, Siew-Kei Lam, Xiangyu Liu, Zengfeng Zhang and Guiyuan Jiang
Ocean University of China, Ocean University of China, Imperial College London, Ocean University of China, affiliation not provided to SSRN, Ocean University of China, Ocean University of China and Ocean University of China
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Multivariate time series classification, Intra-class heterogeneity, Adaptive Segmentation, Semi-supervised contrastive learning