8881 search results - page 244 / 1777 » Active Data Clustering |
156
click to vote
COLT
2010
Springer
15 years 4 months ago
2010
Springer
Clustering is a central unsupervised learning task with a wide variety of applications. Not surprisingly, there exist many clustering algorithms. However, unlike classification ta...
209
click to vote
ICCV
2005
IEEE
16 years 8 months ago
2005
IEEE
Spectral clustering and path-based clustering are two recently developed clustering approaches that have delivered impressive results in a number of challenging clustering tasks. ...
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...
159
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...