Detail publikačního výsledku

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

VĚCHET, S.; KREJSA, J.; HRBÁČEK, J., CHEN, K.S.

Originální název

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

Anglický název

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

We present an expert system shell suitable for smart homes application where a diagnostics or prediction functionality can be used. Presented expert system is based on probabilistic theory and decision networks, which brings natural support for uncertainty handling. Dealing with uncertainty is one of features the expert system has and since it is designed as an empty expert system it can be transformed to other domain e.g. onboard diagnostic application for mobile robots.

Anglický abstrakt

We present an expert system shell suitable for smart homes application where a diagnostics or prediction functionality can be used. Presented expert system is based on probabilistic theory and decision networks, which brings natural support for uncertainty handling. Dealing with uncertainty is one of features the expert system has and since it is designed as an empty expert system it can be transformed to other domain e.g. onboard diagnostic application for mobile robots.

Klíčová slova

Expert system, Decision network, Uncertainty handling

Klíčová slova v angličtině

Expert system, Decision network, Uncertainty handling

Autoři

VĚCHET, S.; KREJSA, J.; HRBÁČEK, J., CHEN, K.S.

Rok RIV

2018

Vydáno

01.01.2018

ISBN

978-3-319-65959-6

Kniha

Advances in Intelligent Systems and Computing

Strany od

708

Strany do

715

Strany počet

8

BibTex

@inproceedings{BUT139164,
  author="Stanislav {Věchet} and Jiří {Krejsa} and Jan {Hrbáček}",
  title="Probabilistic Reasoning in Diagnostic Expert System for Smart Homes",
  booktitle="Advances in Intelligent Systems and Computing",
  year="2018",
  pages="708--715",
  isbn="978-3-319-65959-6"
}