文档介绍：Information Science and Statistics
Series Editors:
M. Jordan
J. Kleinberg
B. Schölkopf
Information Science and Statistics
Akaike and Kitagawa: The Practice of Time Series Analysis.
Bishop: Pattern Recognition and Machine Learning.
Cowell, Dawid, Lauritzen, and Spiegelhalter: works and Expert
Systems.
Doucet, de Freitas, and Gordon: Sequential Monte Carlo Methods in Practice.
Fine: Feedforward work Methodology.
Hawkins and Olwell: Cumulative Sum Charts and Charting for Quality
Improvement.
Jensen and Nielsen: works and Decision Graphs, Second Edition.
Lee and Verleysen: Nonlinear Dimensionality Reduction.
Marchette: Computer Intrusion Detection work Monitoring: A Statistical
Viewpoint.
Rissanen: Information plexity in Statistical Modeling.
Rubinstein and Kroese: The Cross-Entropy Method: A Unified Approach to
Combinatorial Optimization, Monte Carlo Simulation, and Machine Learning.
Studen´y: Probabilistic Conditional Independence Structures.
Vapnik: The Nature of Statistical Learning Theory, Second Edition.
Wallace: Statistical and Inductive Inference by Minimum Massage Length.
Finn V. Jensen and Thomas D. Nielsen
works and Decision
Graphs
February 8, 2007
Springer
Berlin Heidelberg NewYork
Hong Kong London
Milan Paris Tokyo
Finn V. Jensen Thomas D. Nielsen
Department puter Science Department puter Science
University University
Fredrik Bajers Vej 7, building E Fredrik Bajers Vej 7, building E
DK-9220 EAST, DK-9220 EAST,
Denmark Denmark
******@ ******@
Series Editors:
Michael Jordan Jon Kleinberg Bernhard Schölkopf
Division puter Department puter Max Planck Institute for
Science and Department Science Biological ics
of Statistics Cornell University Spemannstrasse 38
University of California, Ithaca, NY 14853 72076 Tübingen
Berkeley USA Germany
Berkeley, CA 94720
USA
Library of Congress Control Number: 2006938666
ISBN-10: 0-387-68281-3 eISBN-10: 0-387-68282-1
ISBN-13: 978-0-387-68281-5 eISBN-1