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 | Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series) (1st Edition) by Daphne Koller, Nir Friedman, Francis Bach (Series Editor) Hardcover, 1,280 Pages, Published 2009 ISBN-10: 0-262-01319-3 / 0262013193 ISBN-13: 978-0-262-01319-2 / 9780262013192 Most tasks require a person or an automated system to reason -- to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is mod | |