1420 search results - page 47 / 284 » Cluster Ensemble Selection |
94
Voted
ESANN
2007
15 years 2 months ago
2007
Spectral data often have a large number of highly-correlated features, making feature selection both necessary and uneasy. A methodology combining hierarchical constrained clusteri...
109
Voted
BMCBI
2010
15 years 20 days ago
2010
Background: The hierarchical and partially redundant nature of protein structures justifies the definition of frequently occurring conformations of short fragments as `states'...
99
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
We study an algorithm for feature selection that clusters attributes using a special metric and then makes use of the dendrogram of the resulting cluster hierarchy to choose the m...
149
Voted
KDD
2012
ACM
13 years 3 months ago
2012
ACM
Real-world, multiple-typed objects are often interconnected, forming heterogeneous information networks. A major challenge for link-based clustering in such networks is its potent...
95
Voted
ICDM
2009
IEEE
15 years 7 months ago
2009
IEEE
—Methods for learning decision rules are being successfully applied to many problem domains, especially where understanding and interpretation of the learned model is necessary. ...