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....

Полное описание

Библиографические подробности
Главный автор: Shi, Yong 1956-
Соавтор: SpringerLink (Online service)
Формат: Electronic Resource
Язык:English
Опубликовано: London, New York Springer-Verlag c2011.
Серии:Advanced Information and Knowledge Processing
Предметы:
Online-ссылка:Available for University of the Philippines Diliman via SpringerLink. Click here to access