Applied Matrix and Tensor Variate Data Analysis

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This book provides comprehensive reviews of recent progress in matrix variate and tensor variate data analysis from applied points of view. Matrix and tensor approaches for data analysis are known to be extremely useful for recently emerging complex and high-dimensional data in various applied fields. The reviews contained herein cover recent applications of these methods in psychology (Chap. 1), audio signals (Chap. 2) , image analysis from tensor principal component analysis (Chap. 3), and image analysis from ...

Applied Matrix and Tensor Variate Data Analysis 2016, Springer Verlag, Japan, Tokyo

ISBN-13: 9784431553861

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