Title Bayesian networks and decision graphs / Finn V. Jensen

Published New York : Springer, [2001] ©2001

Copies

Location	Call no.	Vol.	Availability
W'PONDS	519.542 Jen/Bna		AVAILABLE

Description xv, 268 pages : illustrations ; 24 cm Series Statistics for engineering and information science Statistics for engineering and information science. Contents I. A Practical Guide to Normative Systems -- 1. Causal and Bayesian Networks -- 2. Building Models -- 3. Learning, Adaptation, and Tuning -- 4. Decision Graphs -- II. Algorithms for Normative Systems -- 5. Belief Updating in Bayesian Networks -- 6. Bayesian Network Analysis Tools -- 7. Algorithms for Influence Diagrams Analysis Bayesian statistical decision theory Decision making Notes Includes index Bibliography Bibliography: pages [255]-262 Subject Bayesian statistical decision theory -- Data processing. Machine learning. Neural networks (Computer science) Decision making. LC no. 2001020441 ISBN 0387952594 alkaline paper

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