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» Adaptive Clustering Ensembles
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CLUSTER
2003
IEEE
14 years 4 months ago
Adaptive Grid Resource Brokering
Abdulla Othman, Peter M. Dew, Karim Djemame, Iain ...
ECML
2006
Springer
14 years 2 months ago
Subspace Metric Ensembles for Semi-supervised Clustering of High Dimensional Data
A critical problem in clustering research is the definition of a proper metric to measure distances between points. Semi-supervised clustering uses the information provided by the ...
Bojun Yan, Carlotta Domeniconi
ICPR
2006
IEEE
15 years 18 hour ago
Learning Pairwise Similarity for Data Clustering
Each clustering algorithm induces a similarity between given data points, according to the underlying clustering criteria. Given the large number of available clustering technique...
Ana L. N. Fred, Anil K. Jain
GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
14 years 4 months ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff