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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Naik, Ganesh R. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Signals and Communication Technology,
• Θέματα: 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.
• Φυσική περιγραφή: VII, 194 p. 53 illus., 24 illus. in color. online resource.
• ISBN: 9783662483312
• ISSN: 1860-4862

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.