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PVLDB
2010
151views more  PVLDB 2010»
13 years 5 months ago
Scalable Discovery of Best Clusters on Large Graphs
The identiļ¬cation of clusters, well-connected components in a graph, is useful in many applications from biological function prediction to social community detection. However, ļ...
Kathy Macropol, Ambuj K. Singh
ICMCS
2005
IEEE
112views Multimedia» more  ICMCS 2005»
14 years 1 months ago
Authentic: Computerized Brushstroke Analysis
The paper provides insights into our efforts to develop techniques for the analysis of visual art. The AUTHENTIC project aims at creating a collection of software tools to support...
Igor Berezhnoy, Eric O. Postma, H. Jaap van den He...
IJCNN
2006
IEEE
14 years 1 months ago
Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm
ā€” Recent work has revealed a close connection between certain information theoretic divergence measures and properties of Mercer kernel feature spaces. Speciļ¬cally, it has been...
Robert Jenssen, Deniz Erdogmus, Jose C. Principe
CIDM
2007
IEEE
14 years 1 months ago
Mining Subspace Correlations
ā€” In recent applications of clustering such as gene expression microarray analysis, collaborative ļ¬ltering, and web mining, object similarity is no longer measured by physical ...
Rave Harpaz, Robert M. Haralick
PR
2008
123views more  PR 2008»
13 years 7 months ago
Extensions of vector quantization for incremental clustering
In this paper, we extend the conventional vector quantization by incorporating a vigilance parameter, which steers the tradeoff between plasticity and stability during incremental...
Edwin Lughofer