Classification Rule Discovery with Ant Colony Optimization

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2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT'03)

Halifax, Canada

October 13-October 17

ISBN: 0-7695-1931-8

	ASCII Text	x
	Bo Liu, Hussein A. Abbass, Bob McKay, "Classification Rule Discovery with Ant Colony Optimization," Intelligent Agent Technology, IEEE / WIC / ACM International Conference on, pp. 83, 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT'03), 2003.

	BibTex	x
	@article{ 10.1109/IAT.2003.1241052, author = {Bo Liu and Hussein A. Abbass and Bob McKay}, title = {Classification Rule Discovery with Ant Colony Optimization}, journal ={Intelligent Agent Technology, IEEE / WIC / ACM International Conference on}, volume = {0}, year = {2003}, isbn = {0-7695-1931-8}, pages = {83}, doi = {http://doi.ieeecomputersociety.org/10.1109/IAT.2003.1241052}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on TI - Classification Rule Discovery with Ant Colony Optimization SN - 0-7695-1931-8 SP EP A1 - Bo Liu, A1 - Hussein A. Abbass, A1 - Bob McKay, PY - 2003 KW - null VL - 0 JA - Intelligent Agent Technology, IEEE / WIC / ACM International Conference on ER -

Bo Liu, Guangxi University, Nanning, China

Hussein A. Abbass, University of New South wales, Australia

Bob McKay, University of New South wales, Australia

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IAT.2003.1241052

Ant-based algorithms or ant colony optimization (ACO) algorithms have been applied successfully to combinatorial optimization problems. More recently, Parpinelli and colleagues applied ACO to data mining classification problems, where they introduced a classification algorithm called Ant_Miner. In this paper, we present an improvement to Ant_Miner (we call it Ant_Miner3). The proposed version was tested on two standard problems and performed better than the original Ant_Miner algorithm.

Citation:

Bo Liu, Hussein A. Abbass, Bob McKay, "Classification Rule Discovery with Ant Colony Optimization," iat, pp.83, 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT'03), 2003

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