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JIRSÍK, V., JAŠÍK, J.
Original Title
Connectionist Expert System
Type
conference paper
Language
English
Original Abstract
This article deals with expert systems that have knowledge base realized through hierarchical structure of artificial neural networks. Characteristics, advantages and disadvantages of expert systems with knowledge base realized through standard methods are compared with the systems with implicit realization through neural networks. Possibility of knowledge base production automation, at defined set of data about the problem area, is dealt with. Mechanical learning algorithm C4.5 is used for automatic production of n-nary decision tree.
Key words in English
expert system, neural-expert system, connectionist expert system, knowledge base, neural network, decision tree, C4.5
Authors
RIV year
2003
Released
1. 1. 2003
Publisher
VUT v Brně
Location
Brno
ISBN
80-214-2411-7
Book
Mendel 2003
Edition
Neuveden
Edition number
Pages from
212
Pages to
215
Pages count
4
BibTex
@inproceedings{BUT8076, author="Václav {Jirsík} and Jaromír {Jašík}", title="Connectionist Expert System", booktitle="Mendel 2003", year="2003", series="Neuveden", volume="Neuveden", number="Neuveden", pages="4", publisher="VUT v Brně", address="Brno", isbn="80-214-2411-7" }