30 search results - page 1 / 6 » An extended version of the k-means method for overlapping cl... |
ICPR
2008
IEEE
15 years 5 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...
83
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CIARP
2004
Springer
15 years 4 months ago
2004
Springer
In this paper we present a new parallel clustering algorithm based on the extended star clustering method. This algorithm can be used for example to cluster massive data sets of do...
BIOCOMP
2006
15 years 8 days ago
2006
Systems biologic studies of gene and protein interaction networks have found that these networks are comprised of `modules' (groups of tightly interconnected nodes). Module i...
239
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
The scope of the well-known k-means algorithm has been
broadly extended with some recent results: first, the k-
means++ initialization method gives some approximation
guarantees...
88
Voted
PR
2007
14 years 10 months ago
2007
In this paper, an evolutionary clustering technique is described that uses a new point symmetry-based distance measure. The algorithm is therefore able to detect both convex and n...