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» Stability of k -Means Clustering
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PVLDB
2010
151views more  PVLDB 2010»
15 years 5 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»
15 years 6 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»
16 years 23 days ago
Construction and Maintenance of a Cluster-Based Architecture for Sensor Networks
Jiro Uchida, Islam A. K. M. Muzahidul, Yoshiaki Ka...