Detail publikace

Bayesian Networks: An Introduction

KOTALA, V.

Anglický název

Bayesian Networks: An Introduction

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

en

Originální abstrakt

Bayesian networks (also called Bayes nets, causal probabilistic networks, Bayesian belief networks or simply belief networks) are the latest achievements for dealing with the problems of the expert systems. The Bayesian networks (BNs), its creation and usage will be shortly described in this article. An comparison with some well known rule based expert systems and neural networks will be done, Whole process of creating and using BN will be presented on a simple example.

Anglický abstrakt

Bayesian networks (also called Bayes nets, causal probabilistic networks, Bayesian belief networks or simply belief networks) are the latest achievements for dealing with the problems of the expert systems. The Bayesian networks (BNs), its creation and usage will be shortly described in this article. An comparison with some well known rule based expert systems and neural networks will be done, Whole process of creating and using BN will be presented on a simple example.

Klíčová slova anglicky

Bayesian networks, belief networks, neural neworks, expert systems, artificial intelligence

Vydáno

01.01.1999

Nakladatel

PC-DIR

Místo

Brno

ISBN

80-214-1131-7

Kniha

MENDEL '99

Počet stran

4

BIBTEX


@inproceedings{BUT8662,
  author="Vladimír {Kotala},
  title="Bayesian Networks: An Introduction",
  booktitle="MENDEL '99",
  year="1999",
  month="January",
  publisher="PC-DIR",
  address="Brno",
  isbn="80-214-1131-7"
}