Bayesian Networks and Decision Graphs (Information Science and Statistics) - Hardcover

Buch 18 von 20: Information Science and Statistics

Nielsen, Thomas Dyhre; VERNER JENSEN, FINN

 
9780387952598: Bayesian Networks and Decision Graphs (Information Science and Statistics)

Inhaltsangabe

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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