9888 search results - page 242 / 1978 » Active Algorithm Selection |
177
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ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
In this paper, we examine the advantages and disadvantages of filter and wrapper methods for feature selection and propose a new hybrid algorithm that uses boosting and incorporat...
110
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ICIC
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. An orthogonal forward selection (OFS) algorithm based on the leaveone-out (LOO) criterion is proposed for the construction of radial basis function (RBF) networks with tu...
126
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ICML
1996
IEEE
16 years 4 months ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
111
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ICANN
2007
Springer
15 years 9 months ago
2007
Springer
Input selection in the nonlinear function approximation is important and difficult problem. Neural networks provide good generalization in many cases, but their interpretability is...
122
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BIRD
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. This paper presents a SVM-based local search (SVM-LS) approach to the problem of gene selection and classification of microarray data. The proposed approach is highlighte...