Detail publikačního výsledku

Connectionist Expert System

JIRSÍK, V., JAŠÍK, J.

Original Title

Connectionist Expert System

English Title

Connectionist Expert System

Type

Paper in proceedings (conference paper)

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.

English 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

JIRSÍK, V., JAŠÍK, J.

RIV year

2011

Released

01.01.2003

Publisher

VUT v Brně

Location

Brno

ISBN

80-214-2411-7

Book

Mendel 2003

Edition

Neuveden

Volume

Neuveden

Pages from

212

Pages count

4

Full text in the Digital Library

http://hdl.handle.net/

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"
}