Optimization Based Data Mining: Theory and Applications

• Κύριοι συγγραφείς: Shi, Yong (Συγγραφέας), Tian, Yingjie (Συγγραφέας), Kou, Gang (Συγγραφέας), Peng, Yi (Συγγραφέας), Li, Jianping (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London, 2011.
• Σειρά: Advanced Information and Knowledge Processing,
• Θέματα: Computer science.; Input-output equipment (Computers).; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Input/Output and Data Communications.

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....