Optimization based data mining theory and applications

Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations....

Full beskrivning

Bibliografiska uppgifter
Huvudupphovsman: Shi, Yong 1956-
Institutionell upphovsman: SpringerLink (Online service)
Materialtyp: Electronic Resource
Språk:English
Publicerad: London, New York Springer-Verlag c2011.
Serie:Advanced Information and Knowledge Processing
Ämnen:
Länkar:Available for University of the Philippines Diliman via SpringerLink. Click here to access