115 search results - page 4 / 23 » Extraction of Symbolic Rules from Artificial Neural Networks |
IJCAI
2007
13 years 7 months ago
2007
In this paper, we present a new decompositional approach for the extraction of propositional rules from feed-forward neural networks of binary threshold units. After decomposing t...
KES
2000
Springer
13 years 9 months ago
2000
Springer
IJCNN
2008
IEEE
14 years 5 days ago
2008
IEEE
— Traditional approaches to integrating knowledge into neural network are concerned mainly about supervised learning. This paper presents how a family of self-organizing neural m...
IDA
2008
Springer
13 years 5 months ago
2008
Springer
Currently statistical and artificial neural network methods dominate in data mining applications. Alternative relational (symbolic) data mining methods have shown their effectivene...
NIPS
2003
13 years 7 months ago
2003
We show that temporal logic and combinations of temporal logics and modal logics of knowledge can be effectively represented in artificial neural networks. We present a Translat...