Data mining based Bayesian networks for best classification

DOI10.1016/j.csda.2005.09.012zbMath1157.62539OpenAlexW2095292601MaRDI QIDQ1010470

Amar Ramdane Cherif, Abdelaziz Ouali, Marie-Odile Krebs

Publication date: 6 April 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2005.09.012

zbMATH Keywords

Bayesian networksdata miningschizophreniagenebio-informatics

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items (5)

On the properties of concept classes induced by multivalued Bayesian networks ⋮ Supervised classification using probabilistic decision graphs ⋮ Information importance of predictors: concept, measures, Bayesian inference, and applications ⋮ Editorial: Machine learning and robust data mining ⋮ Inner product space and concept classes induced by Bayesian networks

Cites Work

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• A Bayesian method for the induction of probabilistic networks from data
• Learning Bayesian networks: The combination of knowledge and statistical data
• A Tutorial on Learning with Bayesian Networks

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