Actual Causality

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Actual Causality

Author : Joseph Y. Halpern
Publisher : MIT Press
Page : 240 pages
File Size : 40,8 Mb
Release : 2019-02-19
Category : Philosophy
ISBN : 9780262537131

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Actual Causality by Joseph Y. Halpern Pdf

A new approach for defining causality and such related notions as degree of responsibility, degrees of blame, and causal explanation. Causality plays a central role in the way people structure the world; we constantly seek causal explanations for our observations. But what does it even mean that an event C “actually caused” event E? The problem of defining actual causation goes beyond mere philosophical speculation. For example, in many legal arguments, it is precisely what needs to be established in order to determine responsibility. The philosophy literature has been struggling with the problem of defining causality since Hume. In this book, Joseph Halpern explores actual causality, and such related notions as degree of responsibility, degree of blame, and causal explanation. The goal is to arrive at a definition of causality that matches our natural language usage and is helpful, for example, to a jury deciding a legal case, a programmer looking for the line of code that cause some software to fail, or an economist trying to determine whether austerity caused a subsequent depression. Halpern applies and expands an approach to causality that he and Judea Pearl developed, based on structural equations. He carefully formulates a definition of causality, and building on this, defines degree of responsibility, degree of blame, and causal explanation. He concludes by discussing how these ideas can be applied to such practical problems as accountability and program verification. Technical details are generally confined to the final section of each chapter and can be skipped by non-mathematical readers.

Causality

Author : Judea Pearl
Publisher : Cambridge University Press
Page : 487 pages
File Size : 44,9 Mb
Release : 2009-09-14
Category : Computers
ISBN : 9780521895606

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Causality by Judea Pearl Pdf

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, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artificial intelligence ...

A Logical Theory of Causality

Author : Alexander Bochman
Publisher : MIT Press
Page : 367 pages
File Size : 49,9 Mb
Release : 2021-08-17
Category : Computers
ISBN : 9780262362245

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A Logical Theory of Causality by Alexander Bochman Pdf

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.

Elements of Causal Inference

Author : Jonas Peters,Dominik Janzing,Bernhard Scholkopf
Publisher : MIT Press
Page : 289 pages
File Size : 45,7 Mb
Release : 2017-11-29
Category : Computers
ISBN : 9780262037310

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Elements of Causal Inference by Jonas Peters,Dominik Janzing,Bernhard Scholkopf Pdf

A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.

The Philosophy of Causality in Economics

Author : Mariusz Maziarz
Publisher : Routledge
Page : 223 pages
File Size : 44,9 Mb
Release : 2020-05-13
Category : Business & Economics
ISBN : 9781000069105

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The Philosophy of Causality in Economics by Mariusz Maziarz Pdf

Approximately one in six top economic research papers draws an explicitly causal conclusion. But what do economists mean when they conclude that A ‘causes’ B? Does ‘cause’ say that we can influence B by intervening on A, or is it only a label for the correlation of variables? Do quantitative analyses of observational data followed by such causal inferences constitute sufficient grounds for guiding economic policymaking? The Philosophy of Causality in Economics addresses these questions by analyzing the meaning of causal claims made by economists and the philosophical presuppositions underlying the research methods used. The book considers five key causal approaches: the regularity approach, probabilistic theories, counterfactual theories, mechanisms, and interventions and manipulability. Each chapter opens with a summary of literature on the relevant approach and discusses its reception among economists. The text details case studies, and goes on to examine papers which have adopted the approach in order to highlight the methods of causal inference used in contemporary economics. It analyzes the meaning of the causal claim put forward, and finally reconstructs the philosophical presuppositions accepted implicitly by economists. The strengths and limitations of each method of causal inference are also considered in the context of using the results as evidence for policymaking. This book is essential reading to those interested in literature on the philosophy of economics, as well as the philosophy of causality and economic methodology in general.

Making a Difference

Author : Helen Beebee,Christopher Hitchcock,Huw Price
Publisher : Oxford University Press
Page : 349 pages
File Size : 44,7 Mb
Release : 2017
Category : Philosophy
ISBN : 9780198746911

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Making a Difference by Helen Beebee,Christopher Hitchcock,Huw Price Pdf

"Making a difference' presents fifteen original essays on causation and counterfactuals by an international team of experts. Collectively, they represent the state of the art on these topics. The essays in this volume are inspired by the life and work of Peter Menzies, who made a difference in the lives of students, colleagues, and friends. Topics covered include: the semantics of counterfactuals, agency theories of causation, the context-sensitivity of causal claims, structural equation models, mechanisms, mental causation, causal exclusion argument, free will, and the consequence argument."--Publisher's website.

ECAI 2023

Author : K. Gal,A. Nowé,G.J. Nalepa
Publisher : IOS Press
Page : 3328 pages
File Size : 46,5 Mb
Release : 2023-10-18
Category : Computers
ISBN : 9781643684376

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ECAI 2023 by K. Gal,A. Nowé,G.J. Nalepa Pdf

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.

PRIMA 2022: Principles and Practice of Multi-Agent Systems

Author : Reyhan Aydoğan,Natalia Criado,Jérôme Lang,Victor Sanchez-Anguix,Marc Serramia
Publisher : Springer Nature
Page : 714 pages
File Size : 50,7 Mb
Release : 2022-11-11
Category : Computers
ISBN : 9783031212031

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PRIMA 2022: Principles and Practice of Multi-Agent Systems by Reyhan Aydoğan,Natalia Criado,Jérôme Lang,Victor Sanchez-Anguix,Marc Serramia Pdf

This book constitutes the refereed proceedings of the 23rd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2020, held in hybrid mode in Valencia, Spain, in November 2022. The 31 full papers presented together with 15 short papers and 1 demo paper were carefully reviewed and selected from 100 submissions. The conference covers a wide range of ranging from foundations of agent theory and engineering aspects of agent systems, to emerging interdisciplinary areas of agent-based research.

Automated Technology for Verification and Analysis

Author : Dang Van Hung,Oleg Sokolsky
Publisher : Springer Nature
Page : 574 pages
File Size : 52,9 Mb
Release : 2020-10-12
Category : Computers
ISBN : 9783030591526

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Automated Technology for Verification and Analysis by Dang Van Hung,Oleg Sokolsky Pdf

This book constitutes the refereed proceedings of the 18th International Symposium on Automated Technology for Verification and Analysis, ATVA 2020, held in Hanoi, Vietnam, in October 2020. The 27 regular papers presented together with 5 tool papers and 2 invited papers were carefully reviewed and selected from 75 submissions. The symposium is dedicated to promoting research in theoretical and practical aspects of automated analysis, verification and synthesis by providing an international venue for the researchers to present new results. The papers focus on neural networks and machine learning; automata; logics; techniques for verification, analysis and testing; model checking and decision procedures; synthesis; and randomization and probabilistic systems.

Artificial Intelligence to Solve Pervasive Internet of Things Issues

Author : Gurjit Kaur,Pradeep Tomar,Marcus Tanque
Publisher : Academic Press
Page : 430 pages
File Size : 48,9 Mb
Release : 2020-11-18
Category : Science
ISBN : 9780128196984

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Artificial Intelligence to Solve Pervasive Internet of Things Issues by Gurjit Kaur,Pradeep Tomar,Marcus Tanque Pdf

Artificial Intelligence to Solve Pervasive Internet of Things Issues discusses standards and technologies and wide-ranging technology areas and their applications and challenges, including discussions on architectures, frameworks, applications, best practices, methods and techniques required for integrating AI to resolve IoT issues. Chapters also provide step-by-step measures, practices and solutions to tackle vital decision-making and practical issues affecting IoT technology, including autonomous devices and computerized systems. Such issues range from adopting, mitigating, maintaining, modernizing and protecting AI and IoT infrastructure components such as scalability, sustainability, latency, system decentralization and maintainability. The book enables readers to explore, discover and implement new solutions for integrating AI to solve IoT issues. Resolving these issues will help readers address many real-world applications in areas such as scientific research, healthcare, defense, aeronautics, engineering, social media, and many others. Discusses intelligent techniques for the implementation of Artificial Intelligence in Internet of Things Prepared for researchers and specialists who are interested in the use and integration of IoT and Artificial Intelligence technologies

Engineering Secure and Dependable Software Systems

Author : A. Pretschner,P. Müller,P. Stöckle
Publisher : IOS Press
Page : 278 pages
File Size : 55,9 Mb
Release : 2019-08-06
Category : Computers
ISBN : 9781614999775

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Engineering Secure and Dependable Software Systems by A. Pretschner,P. Müller,P. Stöckle Pdf

Almost all technical systems currently either interface with or are themselves largely software systems. Software systems must not harm their environment, but are also often vulnerable to security attacks with potentially serious economic, political, and physical consequences, so a better understanding of security and safety and improving the quality of complex software systems are crucial challenges for the functioning of society. This book presents lectures from the 2018 Marktoberdorf summer school Engineering Secure and Dependable Software Systems, an Advanced Study Institute of the NATO Science for Peace and Security Programme. The lectures give an overview of the state of the art in the construction and analysis of safe and secure systems. Starting from the logical and semantic foundations that enable reasoning about classical software systems, they extend to the development and verification of cyber-physical systems, which combine computational and physical components and have become pervasive in aerospace, automotive, industry automation, and consumer appliances. Safety and security have traditionally been considered separate topics, but several lectures in this summer school emphasize their commonalities and present analysis and construction techniques that apply to both. The book will be of interest to all those working in the field of software systems, and cyber-physical systems in particular.

Logics in Artificial Intelligence

Author : Francesco Calimeri,Nicola Leone,Marco Manna
Publisher : Springer
Page : 822 pages
File Size : 54,8 Mb
Release : 2019-05-06
Category : Computers
ISBN : 9783030195700

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Logics in Artificial Intelligence by Francesco Calimeri,Nicola Leone,Marco Manna Pdf

This book constitutes the proceedings of the 16th European Conference on Logics in Artificial Intelligence, JELIA 2019, held in Rende, Italy, in May 2019. The 50 full papers and 10 short papers included in this volume were carefully reviewed and selected from 101 submissions. Additionally, the book contains 3 invited papers. The accepted papers span a number of areas within Logics in AI, including: belief revision and argumentation; causal, defeasible and inductive reasoning; conditional, probabilistic and propositional logic; description logics; logic programming; modal and default logic; and temporal logic.

Design Computing and Cognition’20

Author : John S. Gero
Publisher : Springer Nature
Page : 679 pages
File Size : 50,8 Mb
Release : 2022-02-24
Category : Technology & Engineering
ISBN : 9783030906252

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Design Computing and Cognition’20 by John S. Gero Pdf

The papers in this volume are from the Ninth International Conference on Design Computing and Cognition (DCC’20) held virtually at the Georgia Institute of Technology, Atlanta, USA. They represent the state-of-the-art of research and development in design computing and design cognition including the increasingly active area of design cognitive neuroscience. They are of particular interest to design researchers, developers and users of advanced computation in designing as well as to design educators. This volume contains knowledge about the cognitive behavior of designers, which is valuable for those who need to gain a better understanding of designing.

Advances in Experimental Philosophy of Causation

Author : Pascale Willemsen,Alex Wiegmann
Publisher : Bloomsbury Publishing
Page : 225 pages
File Size : 44,6 Mb
Release : 2022-06-16
Category : Philosophy
ISBN : 9781350235823

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Advances in Experimental Philosophy of Causation by Pascale Willemsen,Alex Wiegmann Pdf

What is the connection between causation and responsibility? Is there a best way to theorize philosophically about causation? Which factors determine and influence what we judge to be the cause of something? Bringing together interdisciplinary research from experimental philosophy, traditional philosophy and psychology, this collection showcases the most recent developments and approaches to questions about causation. Chapters discuss the diverse theoretical ramifications of empirical findings in experimental philosophy of causation, providing a comprehensive survey of key issues such as the perception and learning of causal relations, omission, normative considerations, mechanism, voluntariness and legal theories of causation. With novel contributions from both experts and rising stars, Advances in Experimental Philosophy of Causation demonstrates the value of empirical work and opens new domains of inquiry at the cutting edge of the field.

Probabilistic and Causal Inference

Author : Hector Geffner,Rina Dechter,Joseph Halpern
Publisher : Morgan & Claypool
Page : 946 pages
File Size : 49,7 Mb
Release : 2022-03-10
Category : Computers
ISBN : 9781450395892

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Probabilistic and Causal Inference by Hector Geffner,Rina Dechter,Joseph Halpern Pdf

Professor Judea Pearl won the 2011 Turing Award “for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning.” This book contains the original articles that led to the award, as well as other seminal works, divided into four parts: heuristic search, probabilistic reasoning, causality, first period (1988–2001), and causality, recent period (2002–2020). Each of these parts starts with an introduction written by Judea Pearl. The volume also contains original, contributed articles by leading researchers that analyze, extend, or assess the influence of Pearl’s work in different fields: from AI, Machine Learning, and Statistics to Cognitive Science, Philosophy, and the Social Sciences. The first part of the volume includes a biography, a transcript of his Turing Award Lecture, two interviews, and a selected bibliography annotated by him.