IEEE - Institute of Electrical and Electronics Engineers, Inc. - Hybrid Kernel Machine Ensemble for Imbalanced Data Sets

2006 18th International Conference on Pattern Recognition

Author(s): Peng Li ; Kap Luk Chan ; Wen Fang
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: 1
Page(s): 1,108 - 1,111
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.643
Regular:

A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative binary support... View More

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