IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fuzzy Support Vector Machine using Hausdorff distance

2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Author(s): Rahul K. Sevakula ; Nishchal K. Verma
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2013
Conference Location: Hyderabad, India
Conference Date: 7 July 2013
Page(s): 1 - 6
ISBN (CD): 978-1-4799-0020-6
ISBN (Electronic): 978-1-4799-0022-0
ISSN (Paper): 1098-7584
DOI: 10.1109/FUZZ-IEEE.2013.6622475
Regular:

Support Vector Machine (SVM) is one of the most widely used classification algorithms. It is found that soft margin SVM like C-SVM, in the presence of outliers and class imbalance, give suboptimal... View More

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