An Improved Fuzzy c-Means Clustering Algorithm Based on Shadowed Sets and PSO

To organize the wide variety of data sets automatically and acquire accurate classification, this paper presents a modified fuzzy c-means algorithm (SP-FCM) based on particle swarm optimization (PSO) and shadowed sets to perform feature clustering. SP-FCM introduces the global search property of PSO...

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Bibliographic Details
Published in:	Computational Intelligence and Neuroscience Vol. 2014; no. 2014; pp. 181 - 190
Main Authors:	Zhang, Jian, Shen, Ling
Format:	Journal Article
Language:	English
Published:	Cairo, Egypt Hindawi Limiteds 01.01.2014 Hindawi Publishing Corporation John Wiley & Sons, Inc
Subjects:	Algorithms Cluster Analysis Clustering Clusters Datasets as Topic Fuzzy Fuzzy Logic Fuzzy set theory Fuzzy sets Gene Expression Humans Optimization algorithms Pattern Recognition, Automated - methods Product Packaging - statistics & numerical data Searching Swarm intelligence Validity Wine - classification Wine - statistics & numerical data Yeasts - genetics
ISSN:	1687-5265, 1687-5273, 1687-5273
Online Access:	Get full text
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