10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2016★ 10 cited
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…
cs.LG2015
Empirical Studies on Symbolic Aggregation Approximation Under Statistical Perspectives for Knowledge Discovery in Time Series
Wei Song, Zhiguang Wang, Yangdong Ye +1
Symbolic Aggregation approXimation (SAX) has been the de facto standard representation methods for knowledge discovery in time series on a number of tasks and applications. So far,…