74 search results - page 2 / 15 » A cluster validity index for fuzzy clustering |
PR
2006
14 years 10 months ago
2006
In fuzzy clustering, the fuzzy c-means (FCM) clustering algorithm is the best known and used method. Since the FCM memberships do not always explain the degrees of belonging for t...
IAJIT
2008
14 years 10 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...
FUZZIEEE
2007
IEEE
15 years 4 months ago
2007
IEEE
![Blockwise Similarity in [0, 1] via Triangular Norms and Sugeno Integrals - Application to Cluster Validity](https://www.sciweavers.org/files/imagecache/thumbnail/imagecache/blockwise_similarity_in_0_1_via_triangular_norms_and_sugeno_integrals_application_to_cluster_validity_FUZZIEEE_2007.jpg "Blockwise Similarity in [0, 1] via Triangular Norms and Sugeno Integrals - Application to Cluster Validity")
— In many fields, e.g. decision-making, numerical values in [0,1] are available and one is often interested in detecting which are similar. In this paper, we propose an operator...
KES
2005
Springer
15 years 3 months ago
2005
Springer
Clustering for the analysis of the gene expression profiles has been used for identifying the functions of the genes and of unknown genes. Since the genes usually belong to multipl...
UAI
2004
14 years 11 months ago
2004
In this paper, a similarity-driven cluster merging method is proposed for unsupervised fuzzy clustering. The cluster merging method is used to resolve the problem of cluster valid...