Non-negative Matrix Factorization Techniques: Advances in Theory and Applications
Author:   Ganesh R. Naik
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   1st ed. 2016
ISBN:  

9783662483305


Pages:   194
Publication Date:   05 October 2015
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Non-negative Matrix Factorization Techniques: Advances in Theory and Applications


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Author:   Ganesh R. Naik
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 1.60cm , Length: 23.50cm
Weight:   4.691kg
ISBN:  

9783662483305


ISBN 10:   3662483300
Pages:   194
Publication Date:   05 October 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

From Binary NMF to Variational Bayes NMF: A Probabilistic Approach.- Non Negative Matrix Factorizations for Intelligent Data Analysis.- Automatic extractive multi-document summarization based on Archetypal Analysis.- Bounded Matrix Low Rank Approximation.- A Modified NMF-based Filter Bank Approach for Enhancement of Speech Data in Non-stationary Noise.- Separation of stellar spectra based on non-negativity and parametric modelling of mixing operator.- NMF in MR Spectroscopy.- Time-Scale Based Segmentation for Degraded PCG Signals Using NMF.

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