Non-negative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

Non-negative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

by Andrzej Cichocki (Author), RafalZdunek (Author), Anh Huy Phan (Author), Shun-ichiAmari (Author)

Synopsis

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).

$130.98

Quantity

3 in stock

More Information

Format: Hardcover
Pages: 500
Publisher: Wiley-Blackwell
Published: 11 Sep 2009

ISBN 10: 0470746661
ISBN 13: 9780470746660