1420 search results - page 58 / 284 » Cluster Ensemble Selection |
101
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KDD
2009
ACM
16 years 1 months ago
2009
ACM
Stability is an important yet under-addressed issue in feature selection from high-dimensional and small sample data. In this paper, we show that stability of feature selection ha...
130
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DIS
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. This work focuses on the active selection of pairwise constraints for spectral clustering. We develop and analyze a technique for Active Constrained Clustering by Examini...
87
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MONET
2007
15 years 2 days ago
2007
— Large-scale mobile ad-hoc networks require flexible and stable clustered network structure for efficient data collection and dissemination. In this paper, a scheme is present...
199
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SIGMOD
2009
ACM
16 years 24 days ago
2009
ACM
Entity Resolution (ER) is an important real world problem that has attracted significant research interest over the past few years. It deals with determining which object descript...
118
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TKDE
2008
15 years 14 days ago
2008
Abstract-- Feature selection is an important method for improving the efficiency and accuracy of text categorization algorithms by removing redundant and irrelevant terms from the ...