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...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Computational Intelligence and Neuroscience Ročník 2014; číslo 2014; s. 181 - 190
Hlavní autori:	Zhang, Jian, Shen, Ling
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Cairo, Egypt Hindawi Limiteds 01.01.2014 Hindawi Publishing Corporation John Wiley & Sons, Inc
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!