80 search results - page 1 / 16 » Optimal Fuzzy Clustering in Overlapping Clusters |
IAJIT
2008
13 years 5 months ago
2008
: The fuzzy c-means clustering algorithm has been widely used to obtain the fuzzy k-partitions. This algorithm requires that the user gives the number of clusters k. To find automa...
ICPR
2008
IEEE
13 years 11 months ago
2008
IEEE
This paper deals with overlapping clustering, a trade off between crisp and fuzzy clustering. It has been motivated by recent applications in various domains such as information r...
ISCC
2006
IEEE
13 years 11 months ago
2006
IEEE
Clustering belongs to the set of mathematical problems which aim at classification of data or objects into related sets or classes. Many different pattern clustering approaches bas...
FUZZIEEE
2007
IEEE
13 years 11 months ago
2007
IEEE
In this paper, we present a local, adaptive optimization scheme for adjusting the number of clusters in fuzzy C-means clustering. This method is especially motivated by online app...
FUZZIEEE
2007
IEEE
13 years 11 months ago
2007
IEEE
Abstract—In contrast to standard fuzzy clustering, which optimizes a set of prototypes, one for each cluster, this paper studies fuzzy clustering without prototypes. Starting fro...