The Pearl Of The C Te
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Reasoning With Probabilistic And Deterministic Graphical Models
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Author : Rina Dechter
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2013-12-01
Reasoning With Probabilistic And Deterministic Graphical Models written by Rina Dechter and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Computers categories.
Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning tasks, such as scheduling, planning and learning, diagnosis and prediction, design, hardware and software verification, and bioinformatics. These problems can be stated as the formal tasks of constraint satisfaction and satisfiability, combinatorial optimization, and probabilistic inference. It is well known that the tasks are computationally hard, but research during the past three decades has yielded a variety of principles and techniques that significantly advanced the state of the art. In this book we provide comprehensive coverage of the primary exact algorithms for reasoning with such models. The main feature exploited by the algorithms is the model's graph. We present inference-based, message-passing schemes (e.g., variable-elimination) and search-based, conditioning schemes (e.g., cycle-cutset conditioning and AND/OR search). Each class possesses distinguished characteristics and in particular has different time vs. space behavior. We emphasize the dependence of both schemes on few graph parameters such as the treewidth, cycle-cutset, and (the pseudo-tree) height. We believe the principles outlined here would serve well in moving forward to approximation and anytime-based schemes. The target audience of this book is researchers and students in the artificial intelligence and machine learning area, and beyond.
Coates S Herd Book
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Author : Henry Strafford
language : en
Publisher:
Release Date : 1892
Coates S Herd Book written by Henry Strafford and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1892 with Cattle categories.
Herdbook Containing The Pedigree Of Improved Short Horn Cattle
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Author :
language : en
Publisher:
Release Date : 1892
Herdbook Containing The Pedigree Of Improved Short Horn Cattle written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1892 with Cattle categories.
Vols. - include the Shorthorn Society's Grading register for beef Shorthorn cattle; v. - include the society's Herd book of poll shorthorns.
Bbc Music Magazine
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Author :
language : en
Publisher:
Release Date : 1999
Bbc Music Magazine written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Music categories.
Pearl Harbor Attack
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Author : United States. Congress. Joint Committee on the Investigation of the Pearl Harbor Attack
language : en
Publisher:
Release Date : 1946
Pearl Harbor Attack written by United States. Congress. Joint Committee on the Investigation of the Pearl Harbor Attack and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1946 with Pearl Harbor (Hawaii), Attack on, 1941 categories.
Boston Directory
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Author :
language : en
Publisher:
Release Date : 1856
Boston Directory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1856 with Boston categories.
Memoir Of C T E Rhenius By His Son
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Author : J. Rhenius
language : en
Publisher:
Release Date : 1841
Memoir Of C T E Rhenius By His Son written by J. Rhenius and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1841 with categories.
Material Culture Of The Tuamotu Archipelago
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Author : Kenneth P. Emory
language : en
Publisher: Honolulu : Department of Anthropology, Bernice Pauahi Bishop Museum
Release Date : 1975
Material Culture Of The Tuamotu Archipelago written by Kenneth P. Emory and has been published by Honolulu : Department of Anthropology, Bernice Pauahi Bishop Museum this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Social Science categories.
The Boston Directory
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Author :
language : en
Publisher:
Release Date : 1856
The Boston Directory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1856 with Boston (Mass.) categories.
The New England Business Directory And Gazetteer
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Author :
language : en
Publisher:
Release Date : 1856
The New England Business Directory And Gazetteer written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1856 with New England categories.