Fuzzy c-means density based clustering using data induced metric
| Contribuinte(s) |
Hamza, M.H. |
|---|---|
| Data(s) |
01/01/2005
|
| Resumo |
We propose a new data induced metric to perform un supervised data classification (clustering). Our goal is to automatically recognize clusters of non-convex shape. We present a new version of fuzzy c-means al gorithm, based on the data induced metric, which is capable to identify non-convex d-dimensional clusters.<br /> |
| Identificador | |
| Idioma(s) |
eng |
| Publicador |
ACTA Press |
| Relação |
http://dro.deakin.edu.au/eserv/DU:30005761/beliakov-fuzzycmeans-2005.pdf |
| Direitos |
2005, ACTA Press |
| Palavras-Chave | #clustering #unsupervised classification #fuzzy c-means #data induced metric #density estimation |
| Tipo |
Conference Paper |
