AddressingSpatial-Temporal Heterogeneity: GeneralMixedTimeSeriesAnalysisviaLatent ContinuityRecoveryandAlignment

Neural Information Processing Systems 

Empirically, MiTSformer achieves consistent SOTAonfivemixedtime series analysis tasks, including classification, extrinsic regression,anomalydetection,imputation,andlong-termforecasting.