IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Semi-supervised SVM for Manifold Learning

2006 18th International Conference on Pattern Recognition

Author(s): Zhili Wu ; Chun-hung Li ; Ji Zhu ; Jian Huang
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 2
Page(s): 490 - 493
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.171
Regular:

Many classification tasks benefit from integrating manifold learning with semi-supervised learning. By formulating the learning task in a semi-supervised manner, we propose a novel objective... View More

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