Managing Uncertainty in Expert Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 146153982X
Total Pages : 242 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Managing Uncertainty in Expert Systems by : Jerzy W. Grzymala-Busse

Download or read book Managing Uncertainty in Expert Systems written by Jerzy W. Grzymala-Busse and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: 3. Textbook for a course in expert systems,if an emphasis is placed on Chapters 1 to 3 and on a selection of material from Chapters 4 to 7. There is also the option of using an additional commercially available sheU for a programming project. In assigning a programming project, the instructor may use any part of a great variety of books covering many subjects, such as car repair. Instructions for mostofthe "weekend mechanic" books are close stylisticaUy to expert system rules. Contents Chapter 1 gives an introduction to the subject matter; it briefly presents basic concepts, history, and some perspectives ofexpert systems. Then itpresents the architecture of an expert system and explains the stages of building an expert system. The concept of uncertainty in expert systems and the necessity of deal ing with the phenomenon are then presented. The chapter ends with the descrip tion of taxonomy ofexpert systems. Chapter 2 focuses on knowledge representation. Four basic ways to repre sent knowledge in expert systems are presented: first-order logic, production sys tems, semantic nets, and frames. Chapter 3 contains material about knowledge acquisition. Among machine learning techniques, a methodofrule learning from examples is explained in de tail. Then problems ofrule-base verification are discussed. In particular, both consistency and completeness oftherule base are presented.

Approaches for Managing Uncertainty in Learning Management Systems

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4./5 ( download)

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Book Synopsis Approaches for Managing Uncertainty in Learning Management Systems by : Nouran M. Radwan

Download or read book Approaches for Managing Uncertainty in Learning Management Systems written by Nouran M. Radwan and published by Infinite Study. This book was released on with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: The notion of uncertainty in expert systems is dealing with vague data, incomplete information, and imprecise knowledge. Different uncertainty types which are imprecision, vagueness, ambiguity, and inconsistence need different handling models. Uncertain knowledge representation and analysis is an essential issue.

A Methodology for Uncertainty in Knowledge-Based Systems

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Publisher : Lecture Notes in Artificial Intelligence
ISBN 13 :
Total Pages : 154 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis A Methodology for Uncertainty in Knowledge-Based Systems by : Kurt Weichselberger

Download or read book A Methodology for Uncertainty in Knowledge-Based Systems written by Kurt Weichselberger and published by Lecture Notes in Artificial Intelligence. This book was released on 1990-03-07 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book the consequent use of probability theory is proposed for handling uncertainty in expert systems. It is shown that methods violating this suggestion may have dangerous consequences (e.g., the Dempster-Shafer rule and the method used in MYCIN). The necessity of some requirements for a correct combining of uncertain information in expert systems is demonstrated and suitable rules are provided. The possibility is taken into account that interval estimates are given instead of exact information about probabilities. For combining information containing interval estimates rules are provided which are useful in many cases.

Expert Systems and Probabilistic Network Models

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Publisher : Springer Science & Business Media
ISBN 13 : 1461222702
Total Pages : 612 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Expert Systems and Probabilistic Network Models by : Enrique Castillo

Download or read book Expert Systems and Probabilistic Network Models written by Enrique Castillo and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence and expert systems have seen a great deal of research in recent years, much of which has been devoted to methods for incorporating uncertainty into models. This book is devoted to providing a thorough and up-to-date survey of this field for researchers and students.

Probabilistic Reasoning in Expert Systems

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Publisher : CreateSpace
ISBN 13 : 9781477452547
Total Pages : 448 pages
Book Rating : 4.4/5 (525 download)

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Book Synopsis Probabilistic Reasoning in Expert Systems by : Richard E. Neapolitan

Download or read book Probabilistic Reasoning in Expert Systems written by Richard E. Neapolitan and published by CreateSpace. This book was released on 2012-06-01 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is a reprint of the seminal 1989 book Probabilistic Reasoning in Expert systems: Theory and Algorithms, which helped serve to create the field we now call Bayesian networks. It introduces the properties of Bayesian networks (called causal networks in the text), discusses algorithms for doing inference in Bayesian networks, covers abductive inference, and provides an introduction to decision analysis. Furthermore, it compares rule-base experts systems to ones based on Bayesian networks, and it introduces the frequentist and Bayesian approaches to probability. Finally, it provides a critique of the maximum entropy formalism. Probabilistic Reasoning in Expert Systems was written from the perspective of a mathematician with the emphasis being on the development of theorems and algorithms. Every effort was made to make the material accessible. There are ample examples throughout the text. This text is important reading for anyone interested in both the fundamentals of Bayesian networks and in the history of how they came to be. It also provides an insightful comparison of the two most prominent approaches to probability.

Managing Uncertainty in Expert Systems

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Publisher :
ISBN 13 : 9781461539834
Total Pages : 248 pages
Book Rating : 4.5/5 (398 download)

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Book Synopsis Managing Uncertainty in Expert Systems by : Jerzy W Grzymala-Busse

Download or read book Managing Uncertainty in Expert Systems written by Jerzy W Grzymala-Busse and published by . This book was released on 1991-07-31 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Probabilistic Networks and Expert Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387718231
Total Pages : 340 pages
Book Rating : 4.7/5 (182 download)

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Book Synopsis Probabilistic Networks and Expert Systems by : Robert G. Cowell

Download or read book Probabilistic Networks and Expert Systems written by Robert G. Cowell and published by Springer Science & Business Media. This book was released on 2007-07-16 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.

Fuzzy Expert Systems for Disease Diagnosis

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Publisher : IGI Global
ISBN 13 : 1466672412
Total Pages : 420 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Fuzzy Expert Systems for Disease Diagnosis by : Kumar, A.V. Senthil

Download or read book Fuzzy Expert Systems for Disease Diagnosis written by Kumar, A.V. Senthil and published by IGI Global. This book was released on 2014-11-30 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of fuzzy expert systems has provided new opportunities for problem solving amidst uncertainties. The medical field, in particular, has benefitted tremendously from advancing fuzzy system technologies. Fuzzy Expert Systems for Disease Diagnosis highlights the latest research and developments in fuzzy rule-based methods used in the detection of medical complications and illness. Offering emerging solutions and practical applications, this timely publication is designed for use by researchers, academicians, and students, as well as practitioners in the medical field.

Expert Systems

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Publisher : CRC Press
ISBN 13 : 9780824799274
Total Pages : 356 pages
Book Rating : 4.7/5 (992 download)

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Book Synopsis Expert Systems by : Nikolopoulos

Download or read book Expert Systems written by Nikolopoulos and published by CRC Press. This book was released on 1997-01-10 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering an introduction to the field of expert/knowledge based systems, this text covers current and emerging trends as well as future research areas. It considers both the system shell and programming environment approaches to expert system development.;College or university bookshops may order five or more copies at a special student price. Price is available on request.

Neutrosophic Sets and Systems, vol. 11/2016

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Author :
Publisher : Infinite Study
ISBN 13 :
Total Pages : 113 pages
Book Rating : 4./5 ( download)

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Book Synopsis Neutrosophic Sets and Systems, vol. 11/2016 by : N. Radwan

Download or read book Neutrosophic Sets and Systems, vol. 11/2016 written by N. Radwan and published by Infinite Study. This book was released on with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

International Geographic Information Systems (IGIS) Symposium: Technical issues and the research agenda

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Publisher :
ISBN 13 :
Total Pages : 444 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis International Geographic Information Systems (IGIS) Symposium: Technical issues and the research agenda by :

Download or read book International Geographic Information Systems (IGIS) Symposium: Technical issues and the research agenda written by and published by . This book was released on 1987 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 364221004X
Total Pages : 456 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Systems by : Crina Grosan

Download or read book Intelligent Systems written by Crina Grosan and published by Springer Science & Business Media. This book was released on 2011-07-29 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence is a well-established paradigm, where new theories with a sound biological understanding have been evolving. The current experimental systems have many of the characteristics of biological computers (brains in other words) and are beginning to be built to perform a variety of tasks that are difficult or impossible to do with conventional computers. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. This book comprising of 17 chapters offers a step-by-step introduction (in a chronological order) to the various modern computational intelligence tools used in practical problem solving. Staring with different search techniques including informed and uninformed search, heuristic search, minmax, alpha-beta pruning methods, evolutionary algorithms and swarm intelligent techniques; the authors illustrate the design of knowledge-based systems and advanced expert systems, which incorporate uncertainty and fuzziness. Machine learning algorithms including decision trees and artificial neural networks are presented and finally the fundamentals of hybrid intelligent systems are also depicted. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques, machine learning and data mining would find the comprehensive coverage of this book invaluable.

Managing Uncertainty

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Publisher : CRC Press
ISBN 13 : 9780442011147
Total Pages : 322 pages
Book Rating : 4.0/5 (111 download)

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Book Synopsis Managing Uncertainty by : H. Katzan

Download or read book Managing Uncertainty written by H. Katzan and published by CRC Press. This book was released on 1992-08-01 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to using the computer to come to terms with the risk, insecurity, and ambivalence that are encountered in businesses in a wide range of fields. Matching management techniques with computational equivalents, shows how to use both conflicting and confirming evidence from independent sources to induce, infer, and predict, in ways that will improve decision making. Includes several programs. Annotation copyright by Book News, Inc., Portland, OR

Neutrosophic Sets and Systems, book series, Vol. 11, 2016

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Author :
Publisher : Infinite Study
ISBN 13 : 1599734672
Total Pages : 113 pages
Book Rating : 4.5/5 (997 download)

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Book Synopsis Neutrosophic Sets and Systems, book series, Vol. 11, 2016 by : Florentin Smarandache

Download or read book Neutrosophic Sets and Systems, book series, Vol. 11, 2016 written by Florentin Smarandache and published by Infinite Study. This book was released on 2016-06-01 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of fourteen papers, written by different authors and co-authors (listed in the order of the papers): N. Radwan, M. Badr Senousy, A. E. D. M. Riad, Chunfang Liu, YueSheng Luo, J. M. Jency, I. Arockiarani, P. P. Dey, S. Pramanik, B. C. Giri, N. Shah, A. Hussain, Gaurav, M. Kumar, K. Bhutani S. Aggarwal, V. Pătraşcu, F. Yuhua, S. Broumi, A. Bakali, M. Talea, F. Smarandache, M. Khan, S. Afzal, H. E. Khalid, M. A. Baset ,I. M. Hezam.

Handbook of Defeasible Reasoning and Uncertainty Management Systems

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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.

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications

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Publisher : IGI Global
ISBN 13 : 1522519092
Total Pages : 1795 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Fuzzy Systems: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Fuzzy Systems: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2017-02-22 with total page 1795 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are a myriad of mathematical problems that cannot be solved using traditional methods. The development of fuzzy expert systems has provided new opportunities for problem-solving amidst uncertainties. Fuzzy Systems: Concepts, Methodologies, Tools, and Applications is a comprehensive reference source on the latest scholarly research and developments in fuzzy rule-based methods and examines both theoretical foundations and real-world utilization of these logic sets. Featuring a range of extensive coverage across innovative topics, such as fuzzy logic, rule-based systems, and fuzzy analysis, this is an essential publication for scientists, doctors, engineers, physicians, and researchers interested in emerging perspectives and uses of fuzzy systems in various sectors.

Principles of Expert Systems

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Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 544 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Principles of Expert Systems by : Peter Lucas

Download or read book Principles of Expert Systems written by Peter Lucas and published by Addison Wesley Publishing Company. This book was released on 1991 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: