Title :
Further improvements in the generalization capability of the BRAINNE technique for extracting symbolic knowledge from neural networks
Author :
Hossain, T. ; Dillon, T.S.
Author_Institution :
Expert & Intelligent Syst. Lab., La Trobe Univ., Bundoora, Vic., Australia
Abstract :
The paper examines several methods for improving the generalization capability of the BRAINNE technique. These methods deal with proper training of neural networks and improvements in defining bounds for continuous data
Keywords :
generalisation (artificial intelligence); knowledge acquisition; knowledge representation; learning (artificial intelligence); neural nets; BRAINNE technique; continuous data bounds; improved generalization capability; neural network training; symbolic knowledge extraction; Biological neural networks; Computer networks; Computer science; Intelligent networks; Intelligent systems; Laboratories; Multi-layer neural network; Neural networks; Noise measurement; Particle measurements;
Conference_Titel :
Knowledge-Based Intelligent Electronic Systems, 1997. KES '97. Proceedings., 1997 First International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-3755-7
DOI :
10.1109/KES.1997.619419
