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advances in bayesian networks (in English)
Antonio Salmerón Cerdán
(Illustrated by)
·
José a. Gámez
(Illustrated by)
·
Serafin Moral
(Illustrated by)
·
Springer
· Paperback
advances in bayesian networks (in English) - Gámez, José a. ; Moral, Serafin ; Salmerón Cerdan, Antonio
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Synopsis "advances in bayesian networks (in English)"
In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as artificial intelligence and statistics. This carefully edited monograph is a compendium of the most recent advances in the area of probabilistic graphical models such as decision graphs, learning from data and inference. It presents a survey of the state of the art of specific topics of recent interest of Bayesian Networks, including approximate propagation, abductive inferences, decision graphs, and applications of influence. In addition, Advances in Bayesian Networks presents a careful selection of applications of probabilistic graphical models to various fields such as speech recognition, meteorology or information retrieval.
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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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