IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning with imbalanced datasets using fuzzy ARTMAP-based neural network models

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Shing Chiang Tan ; Watada, J. ; Ibrahim, Z. ; Khalid, M. ; Lee Wen Jau ; Lim Chun Chew
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Taipei, Taiwan, Taiwan
Conference Date: 27 June 2011
Page(s): 1,084 - 1,089
ISBN (Electronic): 978-1-4244-7317-5
ISBN (Paper): 978-1-4244-7315-1
ISBN (Online): 978-1-4244-7316-8
ISSN (Paper): 1098-7584
ISSN (Online): 1098-7584
DOI: 10.1109/FUZZY.2011.6007330
Regular:

One of the main difficulties in real-world data classification and analysis tasks is that the data distribution can be imbalanced. In this paper, a variant of the supervised learning neural... View More

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