2208 search results - page 4 / 442 » On Issues of Instance Selection |
ICPR
2010
IEEE
15 years 3 months ago
2010
IEEE
In this paper we present a method for the selection of training instances based on the classification accuracy of a SVM classifier. The instances consist of feature vectors repres...
101
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ESWA
2006
14 years 11 months ago
2006
In this paper, I propose a genetic algorithm (GA) approach to instance selection in artificial neural networks (ANNs) for financial data mining. ANN has preeminent learning abilit...
117
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CIKM
2001
Springer
15 years 3 months ago
2001
Springer
Collaborative filtering uses a database about consumers’ preferences to make personal product recommendations and is achieving widespread success in both E-Commerce and Informat...
124
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AAAI
2011
13 years 11 months ago
2011
Semi-supervised support vector machines (S3VMs) are a kind of popular approaches which try to improve learning performance by exploiting unlabeled data. Though S3VMs have been fou...
ICML
2008
IEEE
16 years 6 days ago
2008
IEEE