Daozhan Pan

MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation

Multivariate time series (MTS) data in real-world scenarios are often incomplete, which hinders effective data analysis. Therefore, MTS imputation has been widely studied to facilitate various MTS tasks. Existing imputation methods primarily initialize missing values with zeros in order to perform e