DocumentCode
3569228
Title
Rule extraction from Boolean artificial neural networks
Author
de Barros, M.M. ; Valadares, Jeferson L F ; Ludermir, Teresa B.
Author_Institution
Dept. de Inf., Univ. Fed. de Pernambuco, Recife, Brazil
Volume
4
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
2461
Abstract
Artificial neural networks (ANNs) are being widely used in many applications with competitive results. Few studies describe how the acquired information is represented by these structures, how we could extract that information and standard ways of analyzing the results. This work presents a guideline for extracting and modeling the knowledge acquired by Boolean ANNs (BANNs)
Keywords
Boolean algebra; knowledge acquisition; neural nets; Boolean artificial neural networks; information acquisition; rule extraction; Artificial neural networks; Boolean algebra; Data mining; Guidelines; Hardware; Information analysis; Neurons; Random access memory; Read-write memory; Software engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1999. IJCNN '99. International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-5529-6
Type
conf
DOI
10.1109/IJCNN.1999.833457
Filename
833457
Link To Document