6299 search results - page 981 / 1260 » Data and Computation Abstractions for Dynamic and Irregular ... |
168
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ICANN
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...
195
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ANNPR
2006
Springer
15 years 10 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 ...
153
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ECAI
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. The use of a medical guideline can be seen as the execution of computational tasks, sequentially or in parallel, in the face of patient data. It has been shown that many ...
169
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EKAW
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. This paper concerns the iterative implementation of a knowledge model in a data mining context. Our approach relies on coupling a Bayesian network design with an associat...
176
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ACIIDS
2010
IEEE
15 years 9 months ago
2010
IEEE
Abstract. A genetic algorithm is used to learn a non-deterministic Petri netbased model of non-linear gene interactions, or statistical epistasis. Petri nets are computational mode...