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 Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools Bayesian Networks and Data Mining Tools 

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The Bayesian Network approach merges and supersedes existing approaches coming from Artificial Intelligence and Data Mining, both symbolic and statistical ones. Bayesian Networks are rigorously justified, provide a distributed knowledge representation, and are as understandable as a rule base.
They deal particularly well with uncertainty, and they can be manually generated by consultation of an expert, or inductively built by machine learning.


The biggest ones in Computer Science acknowledge Bayesian Networks as a key to their future success, just because they are going to be the basis of a decision methodology able to solve the problems of today's technology.

 
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