Graphical Models: Methods for Data Analysis and Mining

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The concept of modelling using graph theory has its origin in several scientific areas, notably statistics, physics, genetics, and engineering. The use of graphical models in applied statistics has increased considerably over recent years and the theory has been greatly developed and extended. This book provides a self-contained introduction to the learning of graphical models from data, and is the first to include detailed coverage of possibilistic networks - a relatively new reasoning tool that allows the user to infer ...

Graphical Models: Methods for Data Analysis and Mining 2002, Wiley, New York, NY

ISBN-13: 9780470843376

Hardcover

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