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2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK)

Wuhan,China,2012-12-142012-12-162012

ISBN: 978-1-61896-036-8 Scientific Research Publishing

E-Book 275pp Pub. Date: December 2012

Category: Computer Science & Communications

Price: $100

Title: Apply The Discrete Artificial Bee Colony Algorithm To Data Clustering
Source: 2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK) (pp 155-158)
Author(s): Yaohui Wang, School of Mathematics and Computer Science,Fuzhou University Fuzhou, China
Qingyuan Bai, School of Mathematics and Computer Science,Fuzhou University Fuzhou, China
Abstract: Clustering analysis is a basic and important problem in many fields including machine learning, data mining and image segmentation and so on. Clustering is a combinatorial optimization problem. Traditional clustering methods are usually sensitive to initialization due to its hill-climbing local search. This paper explores the application of discrete artificial bee colony algorithm to centroid-based clustering problem. Experimental results on real data sets show that it is applicable to the problem.
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