Name: Bayesian Networks and Influence Diagrams
ISBN: 9780387741000

Bayesian Networks and Influence Diagrams

作者: Uffe B. Kjærulff / Anders L. Madsen
出版社: Springer
出版年: 2007-12-18
ISBN: 9780387741000
页数: 336
装帧: Hardcover
定价: USD 109.00
丛书: Information Science and Statistics

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内容简介 · · · · · ·

Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence. This book provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. Intended primarily fo...

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作者简介 · · · · · ·

Uffe B. Kjærulff

Department of Computer Science, Aalborg University, Aalborg, Denmark

Anders L. Madsen

HUGIN Expert A/S, Aalborg, Denmark

目录 · · · · · ·

Front Matter Pages I-XVII
I Fundamentals
Introduction Pages 3-15
Networks Pages 17-36
Probabilities Pages 37-62
Probabilistic Networks Pages 63-106
· · · · · · (更多)

丛书信息 · · · · · ·

　　Information Science and Statistics(共23册)，这套丛书还有《The Practice of Time Series Analysis》《Computer Intrusion Detection and Network Monitoring》《Bayesian Networks and Decision Graphs》《Bayesian Networks and Decision Graphs》《The Nature of Statistical Learning Theory》等。

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