Modeling technology based on fuzzy object-oriented Bayesian belief networks

Modeling technology based on fuzzy object-oriented Bayesian belief networks

The basic components of information technology inductive modeling causation under uncertainty based on fuzzy object-oriented Bayesian networks is proposed. The technology is based on a combination of transformation algorithms Bayesian network in the junction tree. New more efficient algorithms for B...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Datum:2018
Hauptverfasser: Yershov, S.V., Kostukevich, F.V.
Format: Artikel
Sprache:Ukrainian
Veröffentlicht: PROBLEMS IN PROGRAMMING 2018
Schlagworte:
Bayesian network
object-oriented Bayesian network
fuzzy Bayesian network
transformation algorithms
moral graph
junction tree
fuzzy probability
UDC 681.3.06
Online Zugang:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/194
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:Problems in programming
Завантажити файл: Pdf

Institution

Problems in programming
Beschreibung
Zusammenfassung:The basic components of information technology inductive modeling causation under uncertainty based on fuzzy object-oriented Bayesian networks is proposed. The technology is based on a combination of transformation algorithms Bayesian network in the junction tree. New more efficient algorithms for Bayesian network transformation are resulted from modifications known algorithms; algorithms based on the use of more information on the graphical representation of the network are considered. Structurally functional model are described, it is designed to implement the transformation of fuzzy object-oriented Bayesian networks.Problems in programming 2016; 2-3: 179-187

Ähnliche Einträge