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» Data Clustering: A Review
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SDM
2009
SIAM
176views Data Mining» more  SDM 2009»
14 years 5 months ago
Constraint-Based Subspace Clustering.
In high dimensional data, the general performance of traditional clustering algorithms decreases. This is partly because the similarity criterion used by these algorithms becomes ...
Élisa Fromont, Adriana Prado, Céline...
ALENEX
2008
142views Algorithms» more  ALENEX 2008»
13 years 9 months ago
Consensus Clustering Algorithms: Comparison and Refinement
Consensus clustering is the problem of reconciling clustering information about the same data set coming from different sources or from different runs of the same algorithm. Cast ...
Andrey Goder, Vladimir Filkov
SEMWEB
2004
Springer
14 years 1 months ago
Data Semantics Revisited
The problem of data semantics is establishing and maintaining the correspondence between a data source and its intended subject matter. We review the long history of the problem in...
Alexander Borgida, John Mylopoulos
DILS
2008
Springer
13 years 9 months ago
Ontologies and Data Integration in Biomedicine: Success Stories and Challenging Issues
In this presentation, we review some examples of successful biomedical data integration projects in which ontologies play an important role, including the integration of genomic da...
Olivier Bodenreider
SIGKDD
2000
103views more  SIGKDD 2000»
13 years 7 months ago
Interface '99: A Data Mining Overview
This personal overview of Interface '99 is intended to communicate its meaning and relevance to SIGKDD, as well as provide valuable information on trends within the Interface...
Arnold Goodman