541 citations · 1.2k across the 53 of their papers we have counts for
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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.CV2016★ 58 cited
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories
Weiyao Lin, Yang Zhou, Hongteng Xu +4
Trajectory analysis is essential in many applications. In this paper, we address the problem of representing motion trajectories in a highly informative way, and consequently utili…