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....

Fuld beskrivelse

Bibliografiske detaljer
Hovedforfatter: Shi, Yong 1956-
Institution som forfatter: SpringerLink (Online service)
Format: Electronic Resource
Sprog:English
Udgivet: London, New York Springer-Verlag c2011.
Serier:Advanced Information and Knowledge Processing
Fag:
Online adgang:Available for University of the Philippines Diliman via SpringerLink. Click here to access