3068 search results - page 63 / 614 » Clustering with Multiple Graphs |
81
Voted
ICPR
2002
IEEE
16 years 1 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...
115
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PKDD
2010
Springer
14 years 10 months ago
2010
Springer
Forming consensus clusters from multiple input clusterings can improve accuracy and robustness. Current clustering ensemble methods require specifying the number of consensus clust...
127
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SDM
2009
SIAM
15 years 9 months ago
2009
SIAM
Cluster ensembles provide a framework for combining multiple base clusterings of a dataset to generate a stable and robust consensus clustering. There are important variants of th...
115
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IJCAI
2007
15 years 1 months ago
2007
Clustering accuracy of partitional clustering algorithm for categorical data primarily depends upon the choice of initial data points (modes) to instigate the clustering process. ...
89
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COMBINATORICS
2004
15 years 10 days ago
2004
The basic functional equations for connected and 2-connnected graphs can be traced back to the statistical physicists Mayer and Husimi. They play an essential role in establishing...