Download E-books Non-negative Matrix Factorization Techniques: Advances in Theory and Applications PDF

By Ganesh R. Naik

This booklet collects new effects, recommendations and additional advancements of NMF. The open difficulties mentioned contain, e.g. in bioinformatics: NMF and its extensions utilized to gene expression, series research, the sensible characterization of genes, clustering and textual content mining and so forth. The study effects formerly scattered in several medical journals and convention complaints are methodically gathered and offered in a unified shape. whereas readers can learn the booklet chapters sequentially, each one bankruptcy is additionally self-contained. This booklet could be a solid reference paintings for researchers and engineers drawn to NMF, and will even be used as a guide for college kids and pros trying to achieve a greater figuring out of the newest functions of NMF.

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