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ICPR
2004
IEEE
14 years 4 months ago
Adaptive Clustering Ensembles
Alexander P. Topchy, Behrouz Minaei-Bidgoli, Anil ...
WACV
2005
IEEE
13 years 9 months ago
Ensemble Methods in the Clustering of String Patterns
We address the problem of clustering of contour images from hardware tools based on string descriptions, in a comparative study of cluster combination techniques. Several clusteri...
André Lourenço, Ana L. N. Fred
GECCO
2008
Springer
171views Optimization» more  GECCO 2008»
13 years 4 months ago
Particle swarm clustering ensemble
Extracting natural groups of the unlabeled data is known as clustering. To improve the stability and robustness of the clustering outputs, clustering ensembles have emerged recent...
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
SDM
2009
SIAM
220views Data Mining» more  SDM 2009»
14 years 25 days ago
Bayesian Cluster Ensembles.
Cluster ensembles provide a framework for combining multiple base clusterings of a dataset to generate a stable and robust consensus clustering. There are important variants of th...
Hongjun Wang, Hanhuai Shan, Arindam Banerjee
HAIS
2011
Springer
12 years 7 months ago
Clustering Ensemble for Spam Filtering
One of the main problems that modern e-mail systems face is the management of the high degree of spam or junk mail they recieve. Those systems are expected to be able to distinguis...
Santiago Porras, Bruno Baruque, Belén Vaque...