115 search results - page 1 / 23 » Extraction of Symbolic Rules from Artificial Neural Networks |
CORR
2010
Springer
13 years 4 months ago
2010
Springer
Although backpropagation ANNs generally predict better than decision trees do for pattern classification problems, they are often regarded as black boxes, i.e., their predictions c...
MICAI
2004
Springer
13 years 9 months ago
2004
Springer
IJAR
2006
13 years 4 months ago
2006
A method to extract a fuzzy rule based system from a trained artificial neural network for classification is presented. The fuzzy system obtained is equivalent to the correspondin...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
Artificial neural networks (ANNs) have been successfully applied to solve a variety of classification and function approximation problems. Although ANNs can generally predict bett...
APIN
2010
13 years 4 months ago
2010
Artificial neural networks can be trained to perform excellently in many application areas. While they can learn from raw data to solve sophisticated recognition and analysis prob...