[PDF.20vj] Applied Matrix and Tensor Variate Data Analysis (SpringerBriefs in Statistics)
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Applied Matrix and Tensor Variate Data Analysis (SpringerBriefs in Statistics)
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| #5214012 in Books | 2016-02-10 | 2016-02-10 | Original language:English | PDF # 1 | 9.25 x.35 x6.10l,.0 | File type: PDF | 136 pages||||“In its six chapters it covers a large span of methods and problems of eigenvector analysis of matrices, and many-way arrays, also known as tensors. Seven authors contribute to describing and developing these techniques for practical applications of com
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 compon...
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