Items related to Bayesian Networks and Decision Graphs
Synopsis
Bayesian networks and decision graphs are formal graphical languages for representation and communication of decision scenarios requiring reasoning under uncertainty. Their strengths are two-sided. It is easy for humans to construct and understand them, and when communicated to a computer, they can easily be compiled. The book emphasizes both the human and the computer side. It gives a thorough introduction to Bayesian networks, decision trees and influence diagrams as well as algorithms and complexity issues.
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- PublisherSpringer
- Publication date2009
- ISBN 10 0387564829
- ISBN 13 9780387564821
- BindingPaperback
- LanguageEnglish
- Number of pages464
- Rating
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