Detail publikačního výsledku

Connectionist Expert System

JIRSÍK, V., JAŠÍK, J.

Originální název

Connectionist Expert System

Anglický název

Connectionist Expert System

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova v angličtině

expert system, neural-expert system, connectionist expert system, knowledge base, neural network, decision tree, C4.5

Autoři

JIRSÍK, V., JAŠÍK, J.

Rok RIV

2011

Vydáno

01.01.2003

Nakladatel

VUT v Brně

Místo

Brno

ISBN

80-214-2411-7

Kniha

Mendel 2003

Edice

Neuveden

Svazek

Neuveden

Strany od

212

Strany počet

4

Plný text v Digitální knihovně

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"
}