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» Stability of k -Means Clustering
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PVLDB
2010
151views more  PVLDB 2010»
13 years 6 months ago
Scalable Discovery of Best Clusters on Large Graphs
The identification of clusters, well-connected components in a graph, is useful in many applications from biological function prediction to social community detection. However, ...
Kathy Macropol, Ambuj K. Singh
CORR
2010
Springer
249views Education» more  CORR 2010»
13 years 8 months ago
Performance Analysis of Spectral Clustering on Compressed, Incomplete and Inaccurate Measurements
Spectral clustering is one of the most widely used techniques for extracting the underlying global structure of a data set. Compressed sensing and matrix completion have emerged a...
Blake Hunter, Thomas Strohmer
HICSS
2006
IEEE
100views Biometrics» more  HICSS 2006»
14 years 2 months ago
Construction and Maintenance of a Cluster-Based Architecture for Sensor Networks
Jiro Uchida, Islam A. K. M. Muzahidul, Yoshiaki Ka...