4526 search results - page 94 / 906 » An overview of clustering methods |
FUZZIEEE
2007
IEEE
14 years 3 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...
FOCS
2006
IEEE
14 years 2 months ago
2006
IEEE
We investigate variants of Lloyd’s heuristic for clustering high dimensional data in an attempt to explain its popular
JISE
2010
13 years 3 months ago
2010
In dealing with large datasets the reduced support vector machine (RSVM) was proposed for the practical objective to overcome the computational difficulties as well as to reduce t...
BMCBI
2010
13 years 9 months ago
2010
Background: There are many important clustering questions in computational biology for which no satisfactory method exists. Automated clustering algorithms, when applied to large,...
ICDM
2009
IEEE
14 years 3 months ago
2009
IEEE
Recent advances in data clustering concern clustering ensembles and projective clustering methods, each addressing different issues in clustering problems. In this paper, we consi...