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Non-negative Matrix Factorization Techniques:Advances in Theory and Applications

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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.

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Availability

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Detail Information

Series Title

Signals and Communication Technology

Call Number

-

Publisher

Heidelberg : springer Berlin., 2016

Collation

VII, 194

Language

English

ISBN/ISSN

978-3-662-48330-5

Classification

NONE

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

1

Subject(s)

Signal
Speech and Image Processing
Computer Imaging

Specific Detail Info

-

Statement of Responsibility

Ganesh R. Naik

Other Information

Cataloger

Devi

Source

-

Validator

Taufik

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