 Graphical Models: Methods for Data Analysis and Mining
ISBN: 978-0-470-84337-6
Hardcover
368 pages
April 2002
US $150.00
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Preface.
Introduction.
Imprecision and Uncertainty.
Decomposition.
Graphical Representation.
Computing Projections.
Naive Classifiers.
Learning Global Structure.
Learning Local Structure.
Inductive Causation.
Applications.
A. Proofs of Theorems.
B. Software Tools.
Bibliography.
Index.
Introduction.
Imprecision and Uncertainty.
Decomposition.
Graphical Representation.
Computing Projections.
Naive Classifiers.
Learning Global Structure.
Learning Local Structure.
Inductive Causation.
Applications.
A. Proofs of Theorems.
B. Software Tools.
Bibliography.
Index.
