115 search results - page 3 / 23 » Extraction of Symbolic Rules from Artificial Neural Networks |
VLDB
1995
ACM
13 years 8 months ago
1995
ACM
Classification, which involves finding rules that partition a given da.ta set into disjoint groups, is one class of data mining problems. Approaches proposed so far for mining cla...
ECAI
2008
Springer
13 years 7 months ago
2008
Springer
Abstract. There are many examples of intelligent and learning systems that are based either on the connectionist or the symbolic approach. Although the latter can be successfully c...
IEEEICCI
2002
IEEE
13 years 10 months ago
2002
IEEE
We present a model of creating a hierarchical set of rules that encode generalizations and exceptions derived from induction learning. The rules use the input features directly an...
ESANN
2003
13 years 6 months ago
2003
This paper presents our approach to the rule extraction problem from trained neural network. A method called REX is briefly described. REX acquires a set of fuzzy rules using an ev...
NPL
1998
13 years 4 months ago
1998
A new architecture and method for feature selection and extraction of logical rules from neural networks trained with backpropagation algorithm is presented. The network consists ...