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» Mining Hierarchies of Correlation Clusters
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SSDBM
2006
IEEE
123views Database» more  SSDBM 2006»
11 years 7 months ago
Mining Hierarchies of Correlation Clusters
The detection of correlations between diļ¬€erent features in high dimensional data sets is a very important data mining task. These correlations can be arbitrarily complex: One or...
Elke Achtert, Christian Böhm, Peer Kröge...
PAKDD
2010
ACM
160views Data Mining» more  PAKDD 2010»
11 years 6 months ago
A Set Correlation Model for Partitional Clustering
Xuan Vinh Nguyen, Michael E. Houle
SDM
2008
SIAM
140views Data Mining» more  SDM 2008»
11 years 2 months ago
Creating a Cluster Hierarchy under Constraints of a Partially Known Hierarchy
Although clustering under constraints is a current research topic, a hierarchical setting, in which a hierarchy of clusters is the goal, is usually not considered. This paper trie...
Korinna Bade, Andreas Nürnberger
SDM
2004
SIAM
141views Data Mining» more  SDM 2004»
11 years 2 months ago
Visually Mining through Cluster Hierarchies
Similarity search in database systems is becoming an increasingly important task in modern application domains such as multimedia, molecular biology, medical imaging, computer aid...
Stefan Brecheisen, Hans-Peter Kriegel, Peer Kr&oum...
PAKDD
2010
ACM
134views Data Mining» more  PAKDD 2010»
11 years 3 months ago
A Robust Seedless Algorithm for Correlation Clustering
Abstract. Finding correlation clusters in the arbitrary subspaces of highdimensional data is an important and a challenging research problem. The current state-of-the-art correlati...
Mohammad S. Aziz, Chandan K. Reddy
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