Kwok-Pan Chun

ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

Time series shapelets are short discriminative subsequences that recently have been found not only to be accurate but also interpretable for the classification problem of univariate time series (UTS). However, existing work on shapelets selection cannot be applied to multivariate time series classif…