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Sixth IEEE International Conference on Computer and Information Technology (CIT'06)
A New CLARANS Algorithm Based on Particle Swarm Optimization
Seoul, Korea
September 20-September 22
ISBN: 0-7695-2687-X
ASCII Text
x 
 
Xiyu Liu, Hong Liu, "A New CLARANS Algorithm Based on Particle Swarm Optimization," Computer and Information Technology, International Conference on, pp. 12, Sixth IEEE International Conference on Computer and Information Technology (CIT'06), 2006.
 
 
BibTex
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@article{ 10.1109/CIT.2006.16,
author = {Xiyu Liu and Hong Liu},
title = {A New CLARANS Algorithm Based on Particle Swarm Optimization},
journal ={Computer and Information Technology, International Conference on},
volume = {0},
year = {2006},
isbn = {0-7695-2687-X},
pages = {12},
doi = {http://doi.ieeecomputersociety.org/10.1109/CIT.2006.16},
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 - A New CLARANS Algorithm Based on Particle Swarm Optimization
SN - 0-7695-2687-X
SP
EP
A1 - Xiyu Liu,
A1 - Hong Liu,
PY - 2006
KW - particle swarm optimization
KW - CLARANS
KW - cluster analysis
KW - k-medoids
KW - cooperative learning
KW - niche sharing.
VL - 0
JA - Computer and Information Technology, International Conference on
ER -
 
Xiyu Liu, Shandong Normal University, PR China
Hong Liu, Shandong Normal University, PR China
CLARANS is an efficient and effective clustering method especially in spatial data mining. It is applicable to locate objects with polygon shape. Inspired by its randomized searching nature, and based on the standard particle swarm optimization PSO) algorithm together with the widely used dynamic niche technology, this paper presents a new variation of CLARANS combined with the dynamic niche sharing technique with PSO algorithm. We proposed a cooperative particle swarm optimization CLARANS with cooperative multi-population.
Index Terms:
particle swarm optimization, CLARANS, cluster analysis, k-medoids, cooperative learning, niche sharing.
Citation:
Xiyu Liu, Hong Liu, "A New CLARANS Algorithm Based on Particle Swarm Optimization," cit, pp.12, Sixth IEEE International Conference on Computer and Information Technology (CIT'06), 2006
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