524 search results - page 66 / 105 » Training Feedforward Neural Networks Using Genetic Algorithm... |
136
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FLAIRS
2008
15 years 4 months ago
2008
Rule extraction is a technique aimed at transforming highly accurate opaque models like neural networks into comprehensible models without losing accuracy. G-REX is a rule extract...
182
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ESANN
2003
15 years 3 months ago
2003
Abstract. We study various ensemble methods for hybrid neural networks. The hybrid networks are composed of radial and projection units and are trained using a deterministic algori...
110
Voted
CIDM
2009
IEEE
15 years 8 months ago
2009
IEEE
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
154
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IFGIS
2009
Springer
15 years 8 months ago
2009
Springer
Self-Organizing Maps (SOMs), or Kohonen networks, are widely used neural network architecture. This paper starts with a brief overview of how SOMs can be used in different types of...
87
Voted
FLAIRS
2006
15 years 3 months ago
2006
The main contribution of this paper is to suggest a novel technique for automatic creation of accurate ensembles. The technique proposed, named GEMS, first trains a large number o...