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

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...

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Detaylı Bibliyografya
Müşterek Yazar: SpringerLink (Online service)
Diğer Yazarlar: Naik, Ganesh R. (Editör)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edisyon:1st ed. 2016.
Seri Bilgileri:Signals and Communication Technology,
Konular:
Signal processing.
Image processing > Digital techniques.
Computer vision.
Mathematics > Data processing.
Artificial intelligence.
Biomedical engineering.
Signal, Speech and Image Processing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computational Mathematics and Numerical Analysis.
Artificial Intelligence.
Biomedical Engineering and Bioengineering.
Online Erişim:Full-text access
OPAC'ta görüntüle
Diğer Bilgiler
Özet: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.
Fiziksel Özellikler:VII, 194 p. 53 illus., 24 illus. in color. online resource.
ISBN:9783662483312
ISSN:1860-4870
DOI:10.1007/978-3-662-48331-2

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