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Irrelevance and parameter learning in Bayesian networks

✍ Scribed by Nevin Lianwen Zhang


Book ID
108307013
Publisher
Elsevier Science
Year
1996
Tongue
English
Weight
943 KB
Volume
88
Category
Article
ISSN
0004-3702

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Bayesian networks (BNs) have gained increasing attention in recent years. One key issue in Bayesian networks is parameter learning. When training data is incomplete or sparse or when multiple hidden nodes exist, learning parameters in Bayesian networks becomes extremely difficult. Under these circum