1420 search results - page 37 / 284 » Cluster Ensemble Selection |
79
Voted
ICPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Abstract—This work focuses on the scalability of the Evidence Accumulation Clustering (EAC) method. We first address the space complexity of the co-association matrix. The spars...
76
Voted
ICPR
2002
IEEE
15 years 5 months ago
2002
IEEE
Output Coding is a method of converting a multiclass problem into several binary subproblems and gives an ensemble of binary classifiers. Like other ensemble methods, its perform...
132
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BMCBI
2010
15 years 19 days ago
2010
Background: Cluster analysis, and in particular hierarchical clustering, is widely used to extract information from gene expression data. The aim is to discover new classes, or su...
87
Voted
ASC
2006
15 years 1 months ago
2006
135
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MCS
2004
Springer
15 years 5 months ago
2004
Springer
We experimentally evaluate bagging and six other randomization-based approaches to creating an ensemble of decision-tree classifiers. Bagging uses randomization to create multipl...