Non-negative Matrix Factorization Techniques

Ganesh R. Naik

ISBN 10: 3662483300 / ISBN 13: 9783662483305

Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Okt 2015, 2015

About this Item

Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 204 pp. Englisch.

Seller Inventory # 9783662483305

Bibliographic Details

• Title: Non-negative Matrix Factorization Techniques
• Publisher: Springer Berlin Heidelberg, Springer Berlin Heidelberg Okt 2015
• Publication Date: 2015
• Language: English
• ISBN 10: 3662483300
• ISBN 13: 9783662483305
• Binding: Buch
• Condition: Neu
• Dimensions: 241W x 160H x 16D millimeters 241 millimeters width by 160 millimeters height by 16 millimeters depth
• Weight: 514 grams

About this title

Synopsis

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.