Selective Evidence Gathering For Diagnostic Belief Networks
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Symbolic And Quantitative Approaches To Reasoning With Uncertainty
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Author : Jiřina Vejnarová
language : en
Publisher: Springer Nature
Release Date : 2021-09-21
Symbolic And Quantitative Approaches To Reasoning With Uncertainty written by Jiřina Vejnarová and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-21 with Computers categories.
This book constitutes the refereed proceedings of the 16th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2021, held in Prague, Czech Republic, in September 2021. The 48 full papers presented in this volume were carefully reviewed and selected from 63 submissions. The papers are organized in topical sections about argumentation and analogical reasoning, Bayesian networks and graphical models, belief functions, imprecise probability, inconsistency handling and preferences, possibility theory and fuzzy approaches, and probability logic.
Proceedings Of The Twenty Second Aaai Conference On Artificial Intelligence
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Author :
language : en
Publisher:
Release Date : 2007
Proceedings Of The Twenty Second Aaai Conference On Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Artificial intelligence categories.
International Conference On Multimodal Interfaces
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Author :
language : en
Publisher:
Release Date : 2003
International Conference On Multimodal Interfaces written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Human-computer interaction categories.
Scai 95
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Author : Agnar Aamodt
language : en
Publisher:
Release Date : 1995
Scai 95 written by Agnar Aamodt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Artificial intelligence categories.
Brinkman S Catalogus Van Boeken En Tijdschriften
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Author :
language : nl
Publisher:
Release Date : 2001
Brinkman S Catalogus Van Boeken En Tijdschriften written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Dutch literature categories.
With 1901/1910-1956/1960 Repertoium is bound: Brinkman's Titel-catalohus van de gedurende 1901/1910-1956/1960 (Title varies slightly).
Brinkman S Cumulatieve Catalogus Van Boeken
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Author :
language : nl
Publisher:
Release Date : 1997
Brinkman S Cumulatieve Catalogus Van Boeken written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Dutch literature categories.
Voorts een alphabetische lijst van Nederlandsche boeken in België uitgegeven.
Modeling And Reasoning With Bayesian Networks
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Author : Adnan Darwiche
language : en
Publisher: Cambridge University Press
Release Date : 2009-04-06
Modeling And Reasoning With Bayesian Networks written by Adnan Darwiche and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-06 with Computers categories.
This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The author assumes very little background on the covered subjects, supplying in-depth discussions for theoretically inclined readers and enough practical details to provide an algorithmic cookbook for the system developer.
Bayesian Networks
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Author : Olivier Pourret
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-30
Bayesian Networks written by Olivier Pourret and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-30 with Mathematics categories.
Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis. This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering. Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks. The book: Provides the tools to overcome common practical challenges such as the treatment of missing input data, interaction with experts and decision makers, determination of the optimal granularity and size of the model. Highlights the strengths of Bayesian networks whilst also presenting a discussion of their limitations. Compares Bayesian networks with other modelling techniques such as neural networks, fuzzy logic and fault trees. Describes, for ease of comparison, the main features of the major Bayesian network software packages: Netica, Hugin, Elvira and Discoverer, from the point of view of the user. Offers a historical perspective on the subject and analyses future directions for research. Written by leading experts with practical experience of applying Bayesian networks in finance, banking, medicine, robotics, civil engineering, geology, geography, genetics, forensic science, ecology, and industry, the book has much to offer both practitioners and researchers involved in statistical analysis or modelling in any of these fields.
Risk And Reason In Clinical Diagnosis
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Author : Cym Anthony Ryle
language : en
Publisher: Oxford University Press
Release Date : 2019-06-13
Risk And Reason In Clinical Diagnosis written by Cym Anthony Ryle and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-13 with Medical categories.
Accurate diagnosis is the foundation of medical practice, but at the start of the diagnostic process, uncertainty is inevitable. The clinician's skills and cognitive attributes determine the quality of the initial differential diagnosis and thus the crucial first phases of investigation and treatment; mistakes are often self-propagating. Diagnostic error is a major cause of avoidable morbidity and mortality, and is the commonest reason for successful litigation. Risk and Reasoning in Clinical Diagnosis is an accessible and readable look at the diagnostic process. Dr. Cym Ryle presents the insights and concepts developed in cognitive psychology which have led to the consensus that in all domains human reasoning is primarily driven by unconscious, intuitive mechanisms; the contribution of structured, analytical thinking is variable and inconsistent. He notes that the risk of error is inseparable from these mechanisms. Dr. Ryle then develops a description of the diagnostic process which encompasses its form, strengths and fallibility, and illustrates this description with examples from his work as a general practitioner. He argues that improving diagnostic accuracy should be a priority, and that there is sufficient evidence to guide changes in medical training, in clinical practice, and in the culture and organisation of our institutions. He identifies specific, practical steps that can be taken by individual clinicians and by clinical teams, suggests priorities for action in our institutions, and considers the obstacles to progress.
Advances In Understanding The Nature And Features Of Misophonia
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Author : M. Zachary Rosenthal
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-06
Advances In Understanding The Nature And Features Of Misophonia written by M. Zachary Rosenthal and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-06 with Science categories.