543 search results - page 23 / 109 » An Experimental Comparison of Several Clustering and Initial... |
110
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PRIB
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. Clustering is a widely used unsupervised data analysis technique in machine learning. However, a common requirement amongst many existing clustering methods is that all p...
125
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KDD
2000
ACM
15 years 5 months ago
2000
ACM
Many important problems involve clustering large datasets. Although naive implementations of clustering are computationally expensive, there are established efficient techniques f...
131
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BIRD
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. Protein-Protein Interaction (PPI) networks contain valuable information for the isolation of groups of proteins that participate in the same biological function. Many pro...
100
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APVIS
2008
15 years 2 months ago
2008
We propose a method to visually summarize collections of networks on which a clustering of the vertices is given. Our method allows for efficient comparison of individual networks...
101
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CIKM
2009
Springer
15 years 8 months ago
2009
Springer
Clustering ensembles combine different clustering solutions into a single robust and stable one. Most of existing methods become highly time-consuming when the data size turns to ...