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

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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.

Genre: Technology, Computers + Internet, Mathematics
Sub-Genre: Computer Vision + Pattern Recognition, Electronics / General, Counting + Numeration
Series Title: Signals and Communication Technology
Format: Hardcover
Publisher: Springer Verlag
Language: English
Street Date: October 5, 2015
TCIN: 50465498
UPC: 9783662483305
Item Number (DPCI): 248-07-3400

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