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Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
Nonnegative Matrix and Tensor Factorizations Applications to Exploratory Multiway Data Analysis and Blind Source Separation
Author: Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari
This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF?s various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF/NTF and their extensions are increasingly used as tools in signal and image ...  more »
ISBN-13: 9780470746660
ISBN-10: 0470746661
Publication Date: 11/2/2009
Pages: 500
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Publisher: Wiley
Book Type: Hardcover
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