151 search results - page 14 / 31 » Iterative Improvement of Neural Classifiers |
PRL
2008
15 years 8 days ago
2008
A novel method for feature selection and construction is introduced. The method improves the classification accuracy, utilizing the well-established technique of grammatical evolu...
110
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ICANN
2005
Springer
15 years 5 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
ACSW
2004
15 years 1 months ago
2004
In this paper, a `market trading' technique is integrated with the techniques of rule discovery and refinement for data mining. A classifier system-inspired model, the market...
110
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ESANN
2006
15 years 1 months ago
2006
We investigate when sparse coding of sensory inputs can improve performance in a classification task. For this purpose, we use a standard data set, the MNIST database of handwritte...
100
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FASE
2005
Springer
15 years 5 months ago
2005
Springer
In situations in which developers are not familiar with a system or its documentation is inadequate, the system’s source code becomes the only reliable source of information. Unf...