5046 search results - page 22 / 1010 » Non-redundant data clustering |
155
click to vote
BIBE
2003
IEEE
15 years 11 months ago
2003
IEEE
: - Facing the development of microarray technology, clustering is currently a leading technique to gene expression data analysis. In this paper, we propose a novel algorithm calle...
140
click to vote
ICPR
2002
IEEE
16 years 7 months ago
2002
IEEE
We explore the idea of evidence accumulation for combining the results of multiple clusterings. Initially, n d-dimensional data is decomposed into a large number of compact cluste...
187
click to vote
ICDM
2009
IEEE
15 years 3 months ago
2009
IEEE
We propose a hybrid clustering strategy by integrating heterogeneous information sources as graphs. The hybrid clustering method is extended on the basis of modularity based Louva...
186
click to vote
ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
In this paper, a new method for evaluating the quality of clustering of genes is proposed based on mutual information criterion. Instead of using the conventional histogram-based ...
147
click to vote
KES
2008
Springer
15 years 6 months ago
2008
Springer
The validation of clusters discovered in bio-molecular data is a central issue in bioinformatics. Recently, stability-based methods have been successfully applied to the analysis o...