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

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ISBN 10: 3662517000 / ISBN 13: 9783662517000

Verlag: Springer, 2016

2016. Softcover reprint of the original 1st ed. 2016. paperback. . . . . . Bestandsnummer des Verkäufers V9783662517000

Inhaltsangabe:

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.

Von der hinteren Coverseite: 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.

Bibliografische Details

Titel: Non-negative Matrix Factorization Techniques...
Verlag: Springer
Erscheinungsdatum: 2016
Einband: Softcover
Zustand: New