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Multilinear Subspace Learning
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eBook
Multilinear Subspace Learning
2013,2014
Overview
Emphasizing essential concepts and system-level perspectives, this book provides a foundation for solving many of today's most interesting and challenging problems in big multidimensional data processing. It gives a comprehensive introduction to both theoretical and practical aspects of MSL for the dimensionality reduction of multidimensional data based on tensors. The book follows a unifying MSL framework formulation to systematically derive representative MSL algorithms. It describes various applications of the algorithms, along with their pseudocode. Supporting materials are available online.
Publisher
Chapman & Hall,Chapman and Hall/CRC,CRC Press,CRC Press LLC
Subject
ISBN
9781439857298, 1439857296, 9781439857243, 1439857245
