971 search results - page 12 / 195 » Mining Several Data Bases with an Ensemble of Classifiers |
ISMIS
2003
Springer
14 years 25 days ago
2003
Springer
Owing to the development of DNA microarray technologies, it is possible to get thousands of expression levels of genes at once. If we make the effective classification system with ...
GFKL
2006
Springer
13 years 11 months ago
2006
Springer
SDM
2008
SIAM
13 years 9 months ago
2008
SIAM
This paper studies the ensemble selection problem for unsupervised learning. Given a large library of different clustering solutions, our goal is to select a subset of solutions t...
ICPR
2004
IEEE
14 years 8 months ago
2004
IEEE
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...
GECCO
2003
Springer
14 years 25 days ago
2003
Springer
One advantage of evolutionary multiobjective optimization (EMO) algorithms over classical approaches is that many non-dominated solutions can be simultaneously obtained by their si...