5880 search results - page 203 / 1176 » Data Clustering: A Review |
184
click to vote
SYNASC
2005
IEEE
16 years 5 days ago
2005
IEEE
The aim of this work is to analyze the applicability of crowding differential evolution to unsupervised clustering. The basic idea of this approach, interpreting the clustering pr...
158
click to vote
CSB
2004
IEEE
15 years 10 months ago
2004
IEEE
Clustering is a common methodology for analyzing the gene expression data. In this paper, we present a new clustering algorithm from an information-theoretic point of view. First,...
216
click to vote
MLMTA
2007
15 years 8 months ago
2007
— Cluster Ensembles is a framework for combining multiple partitionings obtained from separate clustering runs into a final consensus clustering. This framework has attracted mu...
192
click to vote
NIPS
2004
15 years 8 months ago
2004
An important aspect of clustering algorithms is whether the partitions constructed on finite samples converge to a useful clustering of the whole data space as the sample size inc...
171
click to vote
SDM
2003
SIAM
15 years 8 months ago
2003
SIAM
A major challenge in document clustering is the extremely high dimensionality. For example, the vocabulary for a document set can easily be thousands of words. On the other hand, ...