Publication detail
Bayesian Networks: An Introduction
KOTALA, V.
English title
Bayesian Networks: An Introduction
Type
conference paper
Language
en
Original abstract
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.
English abstract
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.
Keywords in English
Bayesian networks, belief networks, neural neworks, expert systems, artificial intelligence
Released
01.01.1999
Publisher
PC-DIR
Location
Brno
ISBN
80-214-1131-7
Book
MENDEL '99
Pages count
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"
}