Representation Learning with Deconvolution for Multivariate Time Series Classification and Visualization

Zhiguang Wang, Wei Song, Lu Liu +5

We propose a new model based on the deconvolutional networks and SAX discretization to learn the representation for multivariate time series. Deconvolutional networks fully exploit…