🏢 College of Control Science and Engineering, Zhejiang University, China
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
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AI Generated
Machine Learning
Self-Supervised Learning
🏢 College of Control Science and Engineering, Zhejiang University, China
MiTSformer, a novel framework, recovers latent continuous variables from discrete data to enable complete spatial-temporal modeling of mixed time series, achieving state-of-the-art performance on mult…