243 search results - page 4 / 49 » Interpretation of Trained Neural Networks by Rule Extraction |
IWANN
2001
Springer
15 years 1 months ago
2001
Springer
This work presents an approach to the automatic interpretation of the visual field to enable ophthalmology patients to be classified as glaucomatous and normal. The approach is bas...
ICONIP
2007
14 years 11 months ago
2007
In this study we propose a new ensemble model composed of several linear perceptrons. The objective of this study is to build a piecewise-linear classifier that is not only compet...
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IJCAI
1997
14 years 11 months ago
1997
This paper presents an algorithm for extract ing propositions from trained neural networks. The algorithm is a decompositional approach which can be applied to any neural networ...
DATE
2003
IEEE
15 years 2 months ago
2003
IEEE
This paper presents a new technique for automatically creating analog circuit models. The method extracts - from trained neural networks - piecewise linear models expressing the l...
INFORMATICALT
2007
14 years 9 months ago
2007
In this article we present the general architecture of a hybrid neuro-symbolic system for the selection and stepwise elimination of predictor variables and non-relevant individuals...