Items related to Probabilistic Graphical Models: Principles and Applications...
Probabilistic Graphical Models: Principles and Applications (Advances in Computer Vision and Pattern Recognition) - Softcover
Synopsis
This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and learning principles, and reviews real-world applications for each type of model. These applications are drawn from a broad range of disciplines, highlighting the many uses of Bayesian classifiers, hidden Markov models, Bayesian networks, dynamic and temporal Bayesian networks, Markov random fields, influence diagrams, and Markov decision processes. Features: presents a unified framework encompassing all of the main classes of PGMs; describes the practical application of the different techniques; examines the latest developments in the field, covering multidimensional Bayesian classifiers, relational graphical models and causal models; provides exercises, suggestions for further reading, and ideas for research or programming projects at the end of each chapter.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2016
- ISBN 10 1447170547
- ISBN 13 9781447170549
- BindingPaperback
- LanguageEnglish
- Number of pages277
Other Popular Editions of the Same Title
Search results for Probabilistic Graphical Models: Principles and Applications...
Seller Image
Probabilistic Graphical Models
Published by
Springer London Okt 2016, 2016
ISBN 10: 1447170547
ISBN 13: 9781447170549
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and learning principles, and reviews real-world applications for each type of model. These applications are drawn from a broad range of disciplines, highlighting the many uses of Bayesian classifiers, hidden Markov models, Bayesian networks, dynamic and temporal Bayesian networks, Markov random fields, influence diagrams, and Markov decision processes. Features: presents a unified framework encompassing all of the main classes of PGMs; describes the practical application of the different techniques; examines the latest developments in the field, covering multidimensional Bayesian classifiers, relational graphical models and causal models; provides exercises, suggestions for further reading, and ideas for research or programming projects at the end of each chapter. 280 pp. Englisch. Seller Inventory # 9781447170549
Quantity: 2 available
Seller Image
Probabilistic Graphical Models : Principles and Applications
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 28082298-n
Quantity: Over 20 available
Seller Image
Probabilistic Graphical Models : Principles and Applications
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 28082298-n
Quantity: Over 20 available
Stock Image
Probabilistic Graphical Models
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Seller Inventory # 26376430795
Quantity: 4 available
Seller Image
Probabilistic Graphical Models : Principles and Applications
Published by
Springer London, Springer London, 2016
ISBN 10: 1447170547
ISBN 13: 9781447170549
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and learning principles, and reviews real-world applications for each type of model. These applications are drawn from a broad range of disciplines, highlighting the many uses of Bayesian classifiers, hidden Markov models, Bayesian networks, dynamic and temporal Bayesian networks, Markov random fields, influence diagrams, and Markov decision processes. Features: presents a unified framework encompassing all of the main classes of PGMs; describes the practical application of the different techniques; examines the latest developments in the field, covering multidimensional Bayesian classifiers, relational graphical models and causal models; provides exercises, suggestions for further reading, and ideas for research or programming projects at the end of each chapter. Seller Inventory # 9781447170549
Quantity: 1 available
Stock Image
Probabilistic Graphical Models
Print on DemandSeller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Print on Demand. Seller Inventory # 370695956
Quantity: 4 available
Stock Image
Probabilistic Graphical Models: Principles and Applications (Advances in Computer Vision and Pattern Recognition)
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. reprint edition. 277 pages. 9.25x6.10x0.63 inches. In Stock. Seller Inventory # zk1447170547
Quantity: 1 available
Stock Image
Probabilistic Graphical Models
Print on DemandSeller: Biblios, Frankfurt am main, HESSE, Germany
Seller rating 5 out of 5 stars
Condition: New. PRINT ON DEMAND. Seller Inventory # 18376430785
Quantity: 4 available
Seller Image
Probabilistic Graphical Models
Print on DemandSeller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes exercises, suggestions for research projects, and example applications throughout the bookPresents the main classes of PGMs under a single, unified frameworkCovers both the fundamental aspects and some of the latest developments in. Seller Inventory # 458490217
Quantity: Over 20 available
Seller Image
Probabilistic Graphical Models : Principles and Applications
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 28082298
Quantity: Over 20 available