TY - GEN digital ID - 131566071 TI - Non-negative Matrix Factorization Techniques : Advances in Theory and Applications PY - 2016 SN - 9783662483312 PB - Berlin, Heidelberg Springer DB - UniCat KW - Mathematics KW - Human biochemistry KW - Applied physical engineering KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - beeldverwerking KW - medische biochemie KW - bio-informatica KW - biochemie KW - computers KW - grafische vormgeving KW - informatica KW - wiskunde KW - KI (kunstmatige intelligentie) KW - ingenieurswetenschappen KW - robots KW - signaalverwerking KW - AI (artificiële intelligentie) UR - https://www.unicat.be/uniCat?func=search&query=sysid:131566071 AB - 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. ER -