Classification Algorithm Based on Human Social Behavior

CC
CIT
2007
7th IEEE International Conference on Computer and Information Technology (CIT 2007)
Abstract - Classification Algorithm Based on Human Social Behavior

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7th IEEE International Conference on Computer and Information Technology (CIT 2007)

Aizu-Wakamatsu City, Fukushima, Japan

October 16-October 19

ISBN: 0-7695-2983-6

	ASCII Text	x
	Arit Thammano, Jittraporn Moolwong, "Classification Algorithm Based on Human Social Behavior," Computer and Information Technology, International Conference on, pp. 105-109, 7th IEEE International Conference on Computer and Information Technology (CIT 2007), 2007.

	BibTex	x
	@article{ 10.1109/CIT.2007.94, author = {Arit Thammano and Jittraporn Moolwong}, title = {Classification Algorithm Based on Human Social Behavior}, journal ={Computer and Information Technology, International Conference on}, volume = {0}, year = {2007}, isbn = {0-7695-2983-6}, pages = {105-109}, doi = {http://doi.ieeecomputersociety.org/10.1109/CIT.2007.94}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer and Information Technology, International Conference on TI - Classification Algorithm Based on Human Social Behavior SN - 0-7695-2983-6 SP105 EP109 A1 - Arit Thammano, A1 - Jittraporn Moolwong, PY - 2007 VL - 0 JA - Computer and Information Technology, International Conference on ER -

Arit Thammano, King Mongkut?s Institute of Technology Ladkrabang, Thailand

Jittraporn Moolwong, King Mongkut?s Institute of Technology Ladkrabang, Thailand

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CIT.2007.94

This paper proposes the new approach to deal with the classification problems by employing the sociological concept of "in-group" and "out-group." The main idea of the concept is about the behavior of in-group members that try to unite with their own group as much as possible, and at the same time maintain social distance from the out-group members. The performance of the proposed model was compared with the fuzzy ARTMAP neural network. The results on five benchmark problems are very encouraging.

Citation:

Arit Thammano, Jittraporn Moolwong, "Classification Algorithm Based on Human Social Behavior," cit, pp.105-109, 7th IEEE International Conference on Computer and Information Technology (CIT 2007), 2007

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