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

• Corporate Author: SpringerLink (Online service)
• Other Authors: Naik, Ganesh R. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Artificial intelligence.; Computer graphics.; Computer mathematics.; Biomedical engineering.; Signal, Image and Speech Processing.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computational Mathematics and Numerical Analysis.; Artificial Intelligence (incl. Robotics).; Biomedical Engineering.

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...