𝔖 Bobbio Scriptorium
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Parameter Learning in Object-Oriented Bayesian Networks

✍ Scribed by Helge Langseth; Olav Bangsø


Book ID
110354094
Publisher
Springer Netherlands
Year
2001
Tongue
English
Weight
242 KB
Volume
32
Category
Article
ISSN
1012-2443

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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