Dual Coordinate-Descent Methods for Linear One-Class SVM and SVDD

碩士 === 國立臺灣大學 === 資訊工程學研究所 === 107 === One-class SVM and support vector data description (SVDD) are two effective outlier detection techniques. They have been successfully applied to many applications under the kernel settings, but for some high dimensional data, linear rather than kernel one-class...

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Bibliographic Details
Main Authors: Hung-Yi Chou, 周弘逸
Other Authors: Chih-Jen Lin
Format: Others
Language:en_US
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/3k2k2r