HIERARCHY OF ALGEBRAIC BAYESIAN NETWORK GLOBAL STRUCTURES AS A SYSTEM OF GRAPHS AND HYPERGRAPHS

HIERARCHY OF ALGEBRAIC BAYESIAN NETWORK GLOBAL STRUCTURES AS A SYSTEM OF GRAPHS AND HYPERGRAPHS

Algebraic Bayesian networks are logical and probabilistic graphical models which make it possible to perform logical and probabilistic inference for knowledge uncertainty formalized via scalar and interval truth values of propositional formulae. Global structures of algebraic Bayesian network are ov...

Full description

Bibliographic Details
Main Author: A. A. Filchenkov
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2013-01-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
algebraic Bayesian network
adjacency graphs
machine learning
global structure
probabilistic graphical models
Online Access:http://openbooks.ifmo.ru/read_ntv/4057/4057.pdf

Internet

http://openbooks.ifmo.ru/read_ntv/4057/4057.pdf

Similar Items