Uncertainty Reasoning And Representation A Comparison Of Several Alternative Approaches

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Uncertainty Reasoning and Representation: a Comparison of Several Alternative Approaches

Author : Barbara S. Smith
Publisher :
ISBN 13 :
Total Pages : 182 pages
Book Rating : 4.:/5 (23 download)

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Book Synopsis Uncertainty Reasoning and Representation: a Comparison of Several Alternative Approaches by : Barbara S. Smith

Download or read book Uncertainty Reasoning and Representation: a Comparison of Several Alternative Approaches written by Barbara S. Smith and published by . This book was released on 1990 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Much of the research done in Artificial Intelligence involves investigating and developing methods of incorporating uncertainty reasoning and representation into expert systems. Several methods have been proposed and attempted for handling uncertainty in problem solving situations. The theories range from numerical approaches based on strict probabilistic reasoning to non-numeric approaches based on logical reasoning. This study investigates a number of these approaches including Bayesian Probability, Mycin Certainty Factors, Dempster-Shafer Theory of Evidence, Fuzzy Set Theory, Possibility Theory and non monotonic logic. Each of these theories and their underlying formalisms are explored by means of examples. The discussion concentrates on a comparison of the different approaches, noting the type of uncertainty that they best represent."--Abstract.

Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Author : Lluis Godo
Publisher : Springer
ISBN 13 : 3540318887
Total Pages : 1043 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Symbolic and Quantitative Approaches to Reasoning with Uncertainty by : Lluis Godo

Download or read book Symbolic and Quantitative Approaches to Reasoning with Uncertainty written by Lluis Godo and published by Springer. This book was released on 2005-08-25 with total page 1043 pages. Available in PDF, EPUB and Kindle. Book excerpt: These are the proceedings of the 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2005, held in Barcelona (Spain), July 6–8, 2005. The ECSQARU conferences are biennial and have become a major forum for advances in the theory and practice of r- soning under uncertainty. The ?rst ECSQARU conference was held in Marseille (1991), and after in Granada (1993), Fribourg (1995), Bonn (1997), London (1999), Toulouse (2001) and Aalborg (2003). The papers gathered in this volume were selected out of 130 submissions, after a strict review process by the members of the Program Committee, to be presented at ECSQARU 2005. In addition, the conference included invited lectures by three outstanding researchers in the area, Seraf ́ ?n Moral (Imprecise Probabilities), Rudolf Kruse (Graphical Models in Planning) and J ́ erˆ ome Lang (Social Choice). Moreover, the application of uncertainty models to real-world problems was addressed at ECSQARU 2005 by a special session devoted to s- cessful industrial applications, organized by Rudolf Kruse. Both invited lectures and papers of the special session contribute to this volume. On the whole, the programme of the conference provided a broad, rich and up-to-date perspective of the current high-level research in the area which is re?ected in the contents of this volume. IwouldliketowarmlythankthemembersoftheProgramCommitteeandthe additional referees for their valuable work, the invited speakers and the invited session organizer.

Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Author : Weiru Liu
Publisher : Springer Science & Business Media
ISBN 13 : 3642221513
Total Pages : 775 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Symbolic and Quantitative Approaches to Reasoning with Uncertainty by : Weiru Liu

Download or read book Symbolic and Quantitative Approaches to Reasoning with Uncertainty written by Weiru Liu and published by Springer Science & Business Media. This book was released on 2011-06-24 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2011, held in Belfast, UK, in June/July 2011. The 60 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on argumentation; Bayesian networks and causal networks; belief functions; belief revision and inconsistency handling; classification and clustering; default reasoning and logics for reasoning under uncertainty; foundations of reasoning and decision making under uncertainty; fuzzy sets and fuzzy logic; implementation and applications of uncertain systems; possibility theory and possibilistic logic; and uncertainty in databases.

Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications

Download Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications PDF Online Free

Author : Chenyang Song
Publisher : Springer Nature
ISBN 13 : 9811658005
Total Pages : 186 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications by : Chenyang Song

Download or read book Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications written by Chenyang Song and published by Springer Nature. This book was released on 2021-10-03 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book mainly introduces some techniques of decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and expands the applications of hesitant fuzzy sets in solving practical problems. The book pursues three major objectives: (1) to introduce some techniques about decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, (2) to prove these techniques theoretically and (3) to apply the involved techniques to practical problems. The book is especially valuable for readers to understand how hesitant fuzzy set could be employed in decision-making, uncertain reasoning and regression analysis and motivates researchers to expand more application fields of hesitant fuzzy set.

IJCAI Proceedings 1979

Author : Ijcai
Publisher : Elsevier
ISBN 13 : 9780934613477
Total Pages : 1196 pages
Book Rating : 4.6/5 (134 download)

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Book Synopsis IJCAI Proceedings 1979 by : Ijcai

Download or read book IJCAI Proceedings 1979 written by Ijcai and published by Elsevier. This book was released on 1979 with total page 1196 pages. Available in PDF, EPUB and Kindle. Book excerpt:

AI and Cognitive Science ’92

Author : Kevin Ryan
Publisher : Springer Science & Business Media
ISBN 13 : 1447132076
Total Pages : 354 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis AI and Cognitive Science ’92 by : Kevin Ryan

Download or read book AI and Cognitive Science ’92 written by Kevin Ryan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The annual Irish Conferences on Artificial Intelligence and Cognitive Science have become the major forum in Ireland for the discussion of various aspects of artificial intelligence. Their aim is to provide a forum where researchers can present their current work, and where industrial and commercial users can relate this work to their own practical needs and experiences. Although the emphasis of the conferences is on Irish research, there are also important contributions from Europe, Australia, Canada, and the USA. This volume is based on the proceedings of the Fifth Irish Conference on Artificial Intelligence and Cognitive Science (AICS'92), which was held at the University of Limerick, Ireland, from 10-11 September 1992. The conference was divided into 6 sessions, covering knowledge representation, cognitive foundations, natural language 1 and 2, learning and expert systems, and nov§ el aspects of artificial intelligence and cognitive science. Because of the high number of papers submitted to the conference, a poster session was run in addition to the plenary sessions. Each paper presented at the poster session is represented in this volume by a four page abstract. Among the specific topics covered in this volume are: a model-based theory of conceptual combination; the nature and development of reasoning strategies; word recognition as a parsing problem; a knowledge-based autonomous vehicle system for emergency management support; the construction and use of scope neutral discourse entities; computer-based iconic communication; and exceptions in multiple inheritance systems. AI and Cognitive Science '92 provides a comprehensive record of current research into this important field. It will be of interest to researchers, lecturers and postgraduate students in a variety of disciplines related to artificial intelligence and cognitive science.

Qualitative Methods for Reasoning Under Uncertainty

Author : Simon Parsons
Publisher : MIT Press
ISBN 13 : 9780262161688
Total Pages : 534 pages
Book Rating : 4.1/5 (616 download)

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Book Synopsis Qualitative Methods for Reasoning Under Uncertainty by : Simon Parsons

Download or read book Qualitative Methods for Reasoning Under Uncertainty written by Simon Parsons and published by MIT Press. This book was released on 2001 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using qualitative methods to deal with imperfect information.

Guide to Maritime Informatics

Author : Alexander Artikis
Publisher : Springer Nature
ISBN 13 : 3030618528
Total Pages : 336 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Guide to Maritime Informatics by : Alexander Artikis

Download or read book Guide to Maritime Informatics written by Alexander Artikis and published by Springer Nature. This book was released on 2021-02-08 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last 25 years, information systems have had a disruptive effect on society and business. Up until recently though, the majority of passengers and goods were transported by sea in many ways similar to the way they were at the turn of the previous century. Gradually, advanced information technologies are being introduced, in an attempt to make shipping safer, greener, more efficient, and transparent. The emerging field of Maritime Informatics studies the application of information technology and information systems to maritime transportation. Maritime Informatics can be considered as both a field of study and domain of application. As an application domain, it is the outlet of innovations originating from data science and artificial intelligence; as a field of study, it is positioned between computer science and marine engineering. This new field’s complexity lies within this duality because it is faced with disciplinary barriers yet demands a systemic, transdisciplinary approach. At present, there is a growing body of knowledge that remains undocumented in a single source or textbook designed to assist students and practitioners. This highly useful textbook/reference starts by introducing required knowledge, algorithmic approaches, and technical details, before presenting real-world applications. The aim is to present interested audiences with an overview of the main technological innovations having a disruptive effect on the maritime industry, as well as to discuss principal ideas, methods of operation and applications, and future developments. The material in this unique volume provides requisite core knowledge for undergraduate or postgraduate students, employing an analytical approach with numerous real-world examples and case studies.

Uncertainty Reasoning for the Semantic Web I

Author : Paulo C. G. Costa
Publisher : Springer Science & Business Media
ISBN 13 : 354089764X
Total Pages : 416 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Uncertainty Reasoning for the Semantic Web I by : Paulo C. G. Costa

Download or read book Uncertainty Reasoning for the Semantic Web I written by Paulo C. G. Costa and published by Springer Science & Business Media. This book was released on 2008-12-02 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed first three workshops on Uncertainty Reasoning for the Semantic Web (URSW), held at the International Semantic Web Conferences (ISWC) in 2005, 2006, and 2007. The 22 papers presented are revised and strongly extended versions of selected workshops papers as well as invited contributions from leading experts in the field and closely related areas. The present volume represents the first comprehensive compilation of state-of-the-art research approaches to uncertainty reasoning in the context of the semantic Web, capturing different models of uncertainty and approaches to deductive as well as inductive reasoning with uncertain formal knowledge.

Bayesian Reinforcement Learning

Author : Mohammad Ghavamzadeh
Publisher :
ISBN 13 : 9781680830880
Total Pages : 146 pages
Book Rating : 4.8/5 (38 download)

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Book Synopsis Bayesian Reinforcement Learning by : Mohammad Ghavamzadeh

Download or read book Bayesian Reinforcement Learning written by Mohammad Ghavamzadeh and published by . This book was released on 2015-11-18 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian methods for machine learning have been widely investigated, yielding principled methods for incorporating prior information into inference algorithms. This monograph provides the reader with an in-depth review of the role of Bayesian methods for the reinforcement learning (RL) paradigm. The major incentives for incorporating Bayesian reasoning in RL are that it provides an elegant approach to action-selection (exploration/exploitation) as a function of the uncertainty in learning, and it provides a machinery to incorporate prior knowledge into the algorithms. Bayesian Reinforcement Learning: A Survey first discusses models and methods for Bayesian inference in the simple single-step Bandit model. It then reviews the extensive recent literature on Bayesian methods for model-based RL, where prior information can be expressed on the parameters of the Markov model. It also presents Bayesian methods for model-free RL, where priors are expressed over the value function or policy class. Bayesian Reinforcement Learning: A Survey is a comprehensive reference for students and researchers with an interest in Bayesian RL algorithms and their theoretical and empirical properties.

Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Author : Khaled Mellouli
Publisher : Springer Science & Business Media
ISBN 13 : 3540752552
Total Pages : 926 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Symbolic and Quantitative Approaches to Reasoning with Uncertainty by : Khaled Mellouli

Download or read book Symbolic and Quantitative Approaches to Reasoning with Uncertainty written by Khaled Mellouli and published by Springer Science & Business Media. This book was released on 2007-09-21 with total page 926 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2007, held in Hammammet, Tunisia, Oktober 31 - November 2, 2007. The 78 revised full papers presented together with 3 invited papers were carefully reviewed and selected from over hundret submissions for inclusion in the book. The papers are organized in topical sections on Bayesian networks, graphical models, learning causal networks, planning, causality and independence, preference modelling and decision, argumentation systems, inconsistency handling, belief revision and merging, belief functions, fuzzy models, many-valued logical systems, uncertainty logics, probabilistic reasoning, reasoning models under uncertainty, uncertainty measures, probabilistic classifiers, classification and clustering, and industrial applications.

The Handbook of Applied Expert Systems

Author : Jay Liebowitz
Publisher : CRC Press
ISBN 13 : 0429606974
Total Pages : 740 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis The Handbook of Applied Expert Systems by : Jay Liebowitz

Download or read book The Handbook of Applied Expert Systems written by Jay Liebowitz and published by CRC Press. This book was released on 2019-07-23 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Applied Expert Systems is a landmark work dedicated solely to this rapidly advancing area of study. Edited by Jay Liebowitz, a professor, author, and consultant known around the world for his work in the field, this authoritative source covers the latest expert system technologies, applications, methodologies, and practices. The book features contributions from more than 40 of the world's foremost expert systems authorities in industry, government, and academia. The Handbook is organized into two major sections. The first section explains expert systems technologies while the second section focuses on applied examples in a wide variety of industries. Key topics covered include fuzzy systems, genetic algorithm development, machine learning, knowledge representation, and much more.

Expert Systems in Structural Safety Assessment

Author : Aleksandar S. Jovanovic
Publisher : Springer Science & Business Media
ISBN 13 : 3642839916
Total Pages : 499 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Expert Systems in Structural Safety Assessment by : Aleksandar S. Jovanovic

Download or read book Expert Systems in Structural Safety Assessment written by Aleksandar S. Jovanovic and published by Springer Science & Business Media. This book was released on 2013-03-08 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural safety of industrial systems and components raises a steadily growing public, scientific and engineering interest, and causes permanent development of methods and techniques used for its assessment. In addition to the well established engineering methods, applied in the field, several new methods and tools have emerged recently. Among them, the most novel ones are probably those related to expert system applica tions, appearing as an important possible improvement of the current engineering practice. The issue has been addressed by the international course EXPERT SYSTEMS IN STRUCTURAL SAFETY ASSESSMENT organized by MPA Stuttgart and JRC Ispra (Stuttgart, October 2-4, 1989), and the proceedings of the course are contained in this volume of the Lecture Notes ill Engineering. The contributions (invited lectures) tackle the issues usually confronting developers and users of expert systems applied in structural engineering, i.e. in structural safety and integrity assessment. Both the book and the course are a combination of a tutorial and of presentation of the current achievements in the field. Starting from the basic elements of expert systems (knowledge based systems), the book should "guide" the reader up to the applications in various particular sub-domains.

14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020

Author : Rafik A. Aliev
Publisher : Springer Nature
ISBN 13 : 3030640582
Total Pages : 850 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 by : Rafik A. Aliev

Download or read book 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020 written by Rafik A. Aliev and published by Springer Nature. This book was released on 2021-01-04 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 14th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2020, held in Budva, Montenegro, on August 27–28, 2020. It includes contributions from diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision making under imperfect information, deep learning and others. The topics of the papers include theory and application of soft computing, neuro-fuzzy technology, intelligent control, deep learning–machine learning, fuzzy logic in data analytics, evolutionary computing, fuzzy logic and artificial intelligence in engineering, social sciences, business, economics, material sciences and others.

Handbook of Defeasible Reasoning and Uncertainty Management Systems

Author : Dov M. Gabbay
Publisher : Springer Science & Business Media
ISBN 13 : 9401717370
Total Pages : 518 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Handbook of Defeasible Reasoning and Uncertainty Management Systems by : Dov M. Gabbay

Download or read book Handbook of Defeasible Reasoning and Uncertainty Management Systems written by Dov M. Gabbay and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reasoning under uncertainty is always based on a specified language or for malism, including its particular syntax and semantics, but also on its associated inference mechanism. In the present volume of the handbook the last aspect, the algorithmic aspects of uncertainty calculi are presented. Theory has suffi ciently advanced to unfold some generally applicable fundamental structures and methods. On the other hand, particular features of specific formalisms and ap proaches to uncertainty of course still influence strongly the computational meth ods to be used. Both general as well as specific methods are included in this volume. Broadly speaking, symbolic or logical approaches to uncertainty and nu merical approaches are often distinguished. Although this distinction is somewhat misleading, it is used as a means to structure the present volume. This is even to some degree reflected in the two first chapters, which treat fundamental, general methods of computation in systems designed to represent uncertainty. It has been noted early by Shenoy and Shafer, that computations in different domains have an underlying common structure. Essentially pieces of knowledge or information are to be combined together and then focused on some particular question or domain. This can be captured in an algebraic structure called valuation algebra which is described in the first chapter. Here the basic operations of combination and focus ing (marginalization) of knowledge and information is modeled abstractly subject to simple axioms.

Rigid Flexibility

Author : Pei Wang
Publisher : Springer Science & Business Media
ISBN 13 : 1402050453
Total Pages : 420 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Rigid Flexibility by : Pei Wang

Download or read book Rigid Flexibility written by Pei Wang and published by Springer Science & Business Media. This book was released on 2006-09-01 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the most comprehensive description of the decades-long Non-Axiomatic Reasoning System (NARS) project, including its philosophical foundation, methodological consideration, conceptual design details, implications in the related fields, and its similarities and differences to many related works in cognitive science. While most current works in Artificial Intelligence (AI) focus on individual aspects of intelligence and cognition, NARS is designed and developed to attack the AI problem as a whole.

Human Activity Recognition and Behaviour Analysis

Author : Liming Chen
Publisher : Springer
ISBN 13 : 3030194086
Total Pages : 255 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Human Activity Recognition and Behaviour Analysis by : Liming Chen

Download or read book Human Activity Recognition and Behaviour Analysis written by Liming Chen and published by Springer. This book was released on 2019-06-11 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas. This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.