IEEE - Institute of Electrical and Electronics Engineers, Inc. - Graph-based semi-supervised learning with manifold preprocessing for image classification

2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)

Author(s): Yun-Chao Gong ; Feng Liu ; Chuanliang Chen
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Singapore, Singapore
Conference Date: 12 October 2008
Page(s): 391 - 395
ISBN (CD): 978-1-4244-2384-2
ISBN (Paper): 978-1-4244-2383-5
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.2008.4811307
Regular:

In real worlds applications, some former research papers have shown that manifold learning tries to discover the non-linear low-dimensional data manifold from a high-dimensional space. Many... View More

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