CTD: Fast, accurate, and interpretable method for static and dynamic tensor decompositions.

How can we find patterns and anomalies in a tensor, i.e., multi-dimensional array, in an efficient and directly interpretable way? How can we do this in an online environment, where a new tensor arrives at each time step? Finding patterns and anomalies in multi-dimensional data have many important a...

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Bibliographic Details
Main Authors: Jungwoo Lee, Dongjin Choi, Lee Sael
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6059458?pdf=render