Tensor decomposition-based unsupervised feature extraction applied to matrix products for multi-view data processing.

In the current era of big data, the amount of data available is continuously increasing. Both the number and types of samples, or features, are on the rise. The mixing of distinct features often makes interpretation more difficult. However, separate analysis of individual types requires subsequent i...

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Bibliographic Details
Main Author: Y-H Taguchi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5571984?pdf=render