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PR
2000
103views more  PR 2000»
15 years 6 months ago
Genetic algorithm-based clustering technique
A genetic algorithm-based clustering technique, called GA-clustering, is proposed in this article. The searching capability of genetic algorithms is exploited in order to search f...
Ujjwal Maulik, Sanghamitra Bandyopadhyay
GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
15 years 10 months ago
Improving GP classifier generalization using a cluster separation metric
Genetic Programming offers freedom in the definition of the cost function that is unparalleled among supervised learning algorithms. However, this freedom goes largely unexploited...
Ashley George, Malcolm I. Heywood
ICIP
2003
IEEE
16 years 8 months ago
Edge potential functions and genetic algorithms for shape-based image retrieval
Minh-Son Dao, Francesco G. B. De Natale, Andrea Ma...
ICPR
2004
IEEE
16 years 7 months ago
Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
Guillaume Tremblay, Robert Sabourin, Patrick Maupi...