IEEE - Institute of Electrical and Electronics Engineers, Inc. - A rough set based minority class oriented learning algorithm for highly unbalanced data sets

2008 IEEE International Conference on Granular Computing (GrC-2008)

Author(s): Dongyi Ye ; Zhaojiong Chen
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2008
Conference Location: Hangzhou, China
Conference Date: 26 August 2008
Page(s): 736 - 739
ISBN (CD): 978-1-4244-2513-6
ISBN (Paper): 978-1-4244-2512-9
DOI: 10.1109/GRC.2008.4664705
Regular:

Highly unbalanced data sets occur frequently in many practical applications and quite often the class of interest in such data sets is just a minority class. Like most standard machine learning... View More

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