IEEE - Institute of Electrical and Electronics Engineers, Inc. - Training One-class Support Vector Machines in the Primal Space

2009 International Conference on Electronic Computer Technology, ICECT

Author(s): Lei Wang ; Yong Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2009
Conference Location: Macau, China, China
Conference Date: 20 February 2009
Page(s): 157 - 160
ISBN (Paper): 978-0-7695-3559-3
DOI: 10.1109/ICECT.2009.133
Regular:

In this paper, we proposed a novel Newton-type solver for one-class support vector machines in the primal space directly. Firstly, utilizing reproducing property of kernel and Huber regression... View More

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