Learning the Structure of Bayesian Network from Small Amount of Data

Learning the Structure of Bayesian Network from Small Amount of Data

Many areas of artificial intelligence must handling with imperfection ofinformation. One of the ways to do this is using representation and reasoning withBayesian networks. Creation of a Bayesian network consists in two stages. First stage isto design the node structure and directed links between th...

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Bibliographic Details
Main Authors: Bogdan COCU, Marian Viorel CRACIUN, Adina COCU
Format: Article
Language:English
Published: Universitatea Dunarea de Jos 2009-12-01
Series:Analele Universităţii "Dunărea de Jos" Galaţi: Fascicula III, Electrotehnică, Electronică, Automatică, Informatică
Subjects:
Bayesian network
machine learning algorithm
structure learning
Online Access:http://www.ann.ugal.ro/eeai/archives/2009/Lucrare-2-ACocu-p12-16.pdf

Internet

http://www.ann.ugal.ro/eeai/archives/2009/Lucrare-2-ACocu-p12-16.pdf

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