Legitimizing Causal Reasoning In Default Logics
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Legitimizing Causal Reasoning In Default Logics
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Author : Judea Pearl
language : en
Publisher:
Release Date : 1986
Legitimizing Causal Reasoning In Default Logics written by Judea Pearl and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Artificial intelligence categories.
A Logical Theory Of Causality
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Author : Alexander Bochman
language : en
Publisher: MIT Press
Release Date : 2021-08-17
A Logical Theory Of Causality written by Alexander Bochman and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-17 with Computers categories.
A general formal theory of causal reasoning as a logical study of causal models, reasoning, and inference. In this book, Alexander Bochman presents a general formal theory of causal reasoning as a logical study of causal models, reasoning, and inference, basing it on a supposition that causal reasoning is not a competitor of logical reasoning but its complement for situations lacking logically sufficient data or knowledge. Bochman also explores the relationship of this theory with the popular structural equation approach to causality proposed by Judea Pearl and explores several applications ranging from artificial intelligence to legal theory, including abduction, counterfactuals, actual and proximate causality, dynamic causal models, and reasoning about action and change in artificial intelligence. As logical preparation, before introducing causal concepts, Bochman describes an alternative, situation-based semantics for classical logic that provides a better understanding of what can be captured by purely logical means. He then presents another prerequisite, outlining those parts of a general theory of nonmonotonic reasoning that are relevant to his own theory. These two components provide a logical background for the main, two-tier formalism of the causal calculus that serves as the formal basis of his theory. He presents the main causal formalism of the book as a natural generalization of classical logic that allows for causal reasoning. This provides a formal background for subsequent chapters. Finally, Bochman presents a generalization of causal reasoning to dynamic domains.
The Logic Of Causation
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Author : Avi Sion
language : en
Publisher: Avi Sion
Release Date : 2010-05-17
The Logic Of Causation written by Avi Sion and has been published by Avi Sion this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-17 with Philosophy categories.
The Logic of Causation is a treatise of formal logic and of aetiology. It is an original and wide-ranging investigation of the definition of causation (deterministic causality) in all its forms, and of the deduction and induction of such forms. The work was carried out in three phases over a dozen years (1998-2010), each phase introducing more sophisticated methods than the previous to solve outstanding problems. This study was intended as part of a larger work on causal logic, which additionally treats volition and allied cause-effect relations (2004).
Causal Reasoning
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Author : John Charles Francis
language : en
Publisher: CRC Press
Release Date : 1992
Causal Reasoning written by John Charles Francis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
Synthesizes the causal reasoning used in artificial intelligence, and the traditional expert system approaches based on heuristic knowledge, thus providing a methodology for analyzing causal mechanisms in physical systems. The theoretical aspects might interest researchers in qualitative reasoning; engineers might be interested in applying the method to the development of reliable real-time software. Acidic paper. Annotation copyrighted by Book News, Inc., Portland, OR
Epdl
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Author :
language : en
Publisher:
Release Date : 2000
Epdl written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Causation categories.
Default Causal Reasoning
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Author : Honghua Gan
language : en
Publisher:
Release Date : 1993
Default Causal Reasoning written by Honghua Gan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.
Causality
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Author : Judea Pearl
language : en
Publisher: Cambridge University Press
Release Date : 2000-03-13
Causality written by Judea Pearl 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 2000-03-13 with Science categories.
Causality offers the first comprehensive coverage of causal analysis in many sciences, including recent advances using graphical methods. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections and statistical associations. The book will facilitate the incorporation of causal analysis as an integral part of the standard curriculum in statistics, business, epidemiology, social science and economics. Causality will be of interest to professionals and students in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences.
Where Responsibility Takes You
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Author : Ilaria Canavotto
language : en
Publisher: Springer Nature
Release Date : 2022-11-04
Where Responsibility Takes You written by Ilaria Canavotto and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-04 with Philosophy categories.
This book presents the Ph.D. dissertation of Ilaria Canavotto. The thesis won the E.W. Beth Dissertation Prize in 2021 for outstanding dissertations in the fields of logic, language, and information. It combines modal logics of agency, counterfactuals, and norms in order to study the reasoning underlying ascriptions of causal responsibility, the responsibility an agent is subject to because of the states of affairs they have brought about. Ascriptions of causal responsibility involve both causal reasoning and normative reasoning. In order to provide a logical analysis of these components, the dissertation brings together two mainstream logics of actions, STIT (seeing to it that) logic and Propositional Dynamic Logic, and extends them with an analysis of causality, a Lewis-Stalnaker style analysis of counterfactuals, subject matter semantics, and deontic logic. The author uses the resulting logics to investigate a number of philosophical issues underlying ascriptions of causal responsibility and technical issues emerging from the unification of the above-mentioned formal frameworks.
Default Reasoning
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Author : Hector Geffner
language : en
Publisher:
Release Date : 1989
Default Reasoning written by Hector Geffner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Artificial intelligence categories.
Next, we extend the language of default theories to accommodate a causal operator which is used to distinguish explained from unexplained abnormalities. Competing scenarios that arise from conflicting defaults are then rated in terms of the type of abnormalities they introduce, and the most coherant scenarios are preferred. The resulting framework yields a reasonable behavior in several domains of interest to AI, including inheritance hierarchies, reasoning about change, general logic programs and abductive reasoning."
Causal Cognition In Humans And Machines
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Author : Andrew Tolmie
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-02
Causal Cognition In Humans And Machines written by Andrew Tolmie 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 2022-02-02 with Science categories.