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Item Details
Title:
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ADVANCES IN PROBABILISTIC GRAPHICAL MODELS
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By: |
Peter Lucas (Editor), Jose A. Gamez (Editor), Antonio Salmeron Cerdan (Editor) |
Format: |
Paperback |
List price:
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£144.00 |
We currently do not stock this item, please contact the publisher directly for
further information.
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ISBN 10: |
3642088546 |
ISBN 13: |
9783642088544 |
Publisher: |
SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG |
Pub. date: |
19 November, 2010 |
Edition: |
Softcover reprint of hardcover 1st ed. 2007 |
Series: |
Studies in Fuzziness and Soft Computing 213 |
Pages: |
386 |
Synopsis: |
This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism as well as important application fields, such as the control of vehicles, bioinformatics and medicine. |
Illustrations: |
26 Tables, black and white; X, 386 p. |
Publication: |
Germany |
Imprint: |
Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
Returns: |
Returnable |
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