IEEE - Institute of Electrical and Electronics Engineers, Inc. - Swarm intelligence based rough set reduction scheme for support vector machines

2008 IEEE International Conference on Intelligence and Security Informatics (ISI 2008)

Author(s): Ajith Abraham ; Hongbo Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Taipei, Taiwan
Conference Date: 17 June 2008
Page(s): 200 - 202
ISBN (CD): 978-1-4244-2415-3
ISBN (Paper): 978-1-4244-2414-6
DOI: 10.1109/ISI.2008.4565056
Regular:

This paper proposes a rough set reduction scheme for Support Vector Machine (SVM). In the proposed scheme, SVM is used for the classification task based on the significance of each feature vector,... View More

Advertisement