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Non-negative Matrix Factorization Techniques

Name: Non-negative Matrix Factorization Techniques
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 18052151
Price: 53.79 EUR
Availability: InStock
Author: Ganesh R. Naik
ISBN: 9783662517000

Advances in Theory and Applications

Ganesh R. Naik

Language

English

Book Paperback

Libristo code: 18052151

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, August 2016

This book collects new results, concepts and further developments of NMF. The open problems discusse... Full description

Libristo code: 18052151

132 b

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This book collects new results, concepts and further developments of NMF. The open problems discussed include, e.g. in bioinformatics: NMF and its extensions applied to gene expression, sequence analysis, the functional characterization of genes, clustering and text mining etc. The research results previously scattered in different scientific journals and conference proceedings are methodically collected and presented in a unified form. While readers can read the book chapters sequentially, each chapter is also self-contained. This book can be a good reference work for researchers and engineers interested in NMF, and can also be used as a handbook for students and professionals seeking to gain a better understanding of the latest applications of NMF.