Time Series Classification via Enhanced Temporal Representation Learning

Due to the booming of time series (a temporal data sequence, including continuous recorded values and timestamps), time series classification has been considered as one of the most challenging studies in time series data mining, attracting great interest from industry and academia over the last decades. However, the current time series classification methods have their own flaws. On the one hand, ...