409 search results - page 48 / 82 » Representation of Functional Data in Neural Networks |
102
Voted
ICANN
2007
Springer
15 years 2 months ago
2007
Springer
Abstract. Trained support vector machines (SVMs) have a slow runtime classification speed if the classification problem is noisy and the sample data set is large. Approximating the...
100
Voted
ANNPR
2006
Springer
15 years 2 months ago
2006
Springer
Abstract. In our previous work we have shown that Mahalanobis kernels are useful for support vector classifiers both from generalization ability and model selection speed. In this ...
91
Voted
ANNPR
2008
Springer
15 years 8 days ago
2008
Springer
Recursive Feature Elimination RFE combined with feature-ranking is an effective technique for eliminating irrelevant features. In this paper, an ensemble of MLP base classifiers wi...
73
Voted
NN
2006
Springer
14 years 10 months ago
2006
Springer
This paper introduces a generic theoretical framework for predictive learning, and relates it to data-driven and learning applications in earth and environmental sciences. The iss...
106
Voted
NN
2008
Springer
14 years 8 months ago
2008
Springer
We propose a novel similarity measure, called the correntropy coefficient, sensitive to higher order moments of the signal statistics based on a similarity function called the cro...