Kankan Zhao

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Tscad: Temporality-Spectrum Collective Transformer for Multivariate Time Series Anomaly Detection

Number of pages: 14 Posted: 14 Apr 2025
Songwei Han, Jiangtao Cui, Hui Zhang, Yingfan Liu, Kankan Zhao and Youfang Leng
Xidian University, Xidian University, Xidian University, Xidian University, affiliation not provided to SSRN and affiliation not provided to SSRN
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Abstract:

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multivariate time series, Anomaly detection, Transformer, Feature combination, Cross-dimensional correlation