Probabilistic Graphical Models: Principles and Tec…

COMPUTERS / General


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 model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned…

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Probabilistic Graphical Models


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Author by : Luis Enrique Sucar
Languange Used : en
Release Date : 2015-06-19
Publisher by : Springer

This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from a

Probabilistic Graphical Models


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Author by : Daphne Koller
Languange Used : en
Release Date : 2009
Publisher by : MIT Press

A general framework for constructing and using probabilistic models of complex systems that would enable a com

Probabilistic Graphical Models


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Author by : Daphne Koller
Languange Used : en
Release Date : 2009
Publisher by : MIT Press

A general framework for constructing and using probabilistic models of complex systems that would enable a com

Advances In Artificial Intelligence


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Author by : Denilson Barbosa
Languange Used : en
Release Date : 2015-04-28
Publisher by : Springer

This book constitutes the refereed proceedings of the 28th Canadian Conference on Artificial Intelligence, Can

Artificial Neural Networks And Machine Learning Icann 2012


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Author by : Alessandro Villa
Languange Used : en
Release Date : 2012-09-19
Publisher by : Springer

The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artifi

Boosted Statistical Relational Learners


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Author by : Sriraam Natarajan
Languange Used : en
Release Date : 2015-03-03
Publisher by : Springer

This SpringerBrief addresses the challenges of analyzing multi-relational and noisy data by proposing several

Principles Of Performance And Reliability Modeling And Evaluation


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Author by : Lance Fiondella
Languange Used : en
Release Date : 2016-04-06
Publisher by : Springer

This book presents the latest key research into the performance and reliability aspects of dependable fault-to

Machine Learning And Data Mining In Pattern Recognition


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Author by : Petra Perner
Languange Used : en
Release Date : 2016-06-27
Publisher by : Springer

This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Da

Bayesian Statistics 9


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Author by : José M. Bernardo
Languange Used : en
Release Date : 2011-10-06
Publisher by : Oxford University Press

Bayesian statistics is a dynamic and fast-growing area of statistical research and the Valencia International

On The Move To Meaningful Internet Systems Otm 2016 Conferences


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Author by : Christophe Debruyne
Languange Used : en
Release Date : 2016-10-17
Publisher by : Springer

This volume constitutes the refereed proceedings of the Confederated International Conferences: Cooperative In

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