Expert Systems Theory Applications

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Probabilistic Reasoning in Expert Systems

Author : Richard E. Neapolitan
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.

Interactive Collaborative Information Systems

Author : Robert Babuška
Publisher : Springer
ISBN 13 : 3642116884
Total Pages : 598 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Interactive Collaborative Information Systems by : Robert Babuška

Download or read book Interactive Collaborative Information Systems written by Robert Babuška and published by Springer. This book was released on 2010-03-22 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of our world demands new perspectives on the role of technology in decision making. Human decision making has its li- tations in terms of information-processing capacity. We need new technology to cope with the increasingly complex and information-rich nature of our modern society. This is particularly true for critical environments such as crisis management and tra?c management, where humans need to engage in close collaborations with arti?cial systems to observe and understand the situation and respond in a sensible way. We believe that close collaborations between humans and arti?cial systems will become essential and that the importance of research into Interactive Collaborative Information Systems (ICIS) is self-evident. Developments in information and communication technology have ra- cally changed our working environments. The vast amount of information available nowadays and the wirelessly networked nature of our modern so- ety open up new opportunities to handle di?cult decision-making situations such as computer-supported situation assessment and distributed decision making. To make good use of these new possibilities, we need to update our traditional views on the role and capabilities of information systems. The aim of the Interactive Collaborative Information Systems project is to develop techniques that support humans in complex information en- ronments and that facilitate distributed decision-making capabilities. ICIS emphasizes the importance of building actor-agent communities: close c- laborations between human and arti?cial actors that highlight their comp- mentary capabilities, and in which task distribution is ?exible and adaptive.

Expert Systems in Accounting

Author : Alex Edwards
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Expert Systems in Accounting by : Alex Edwards

Download or read book Expert Systems in Accounting written by Alex Edwards and published by Prentice Hall. This book was released on 1989 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Network Learning and Expert Systems

Author : Stephen I. Gallant
Publisher : MIT Press
ISBN 13 : 9780262071451
Total Pages : 392 pages
Book Rating : 4.0/5 (714 download)

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Book Synopsis Neural Network Learning and Expert Systems by : Stephen I. Gallant

Download or read book Neural Network Learning and Expert Systems written by Stephen I. Gallant and published by MIT Press. This book was released on 1993 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: presents a unified and in-depth development of neural network learning algorithms and neural network expert systems

Probabilistic Networks and Expert Systems

Author : Robert G. Cowell
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 Sets, Decision Making, and Expert Systems

Author : Hans-Jürgen Zimmermann
Publisher : Springer Science & Business Media
ISBN 13 : 9400932499
Total Pages : 342 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Fuzzy Sets, Decision Making, and Expert Systems by : Hans-Jürgen Zimmermann

Download or read book Fuzzy Sets, Decision Making, and Expert Systems written by Hans-Jürgen Zimmermann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the two decades since its inception by L. Zadeh, the theory of fuzzy sets has matured into a wide-ranging collection of concepts, models, and tech niques for dealing with complex phenomena which do not lend themselves to analysis by classical methods based on probability theory and bivalent logic. Nevertheless, a question which is frequently raised by the skeptics is: Are there, in fact, any significant problem areas in which the use of the theory of fuzzy sets leads to results which could not be obtained by classical methods? The approximately 5000 publications in this area, which are scattered over many areas such as artificial intelligence, computer science, control engineering, decision making, logic, operations research, pattern recognition, robotics and others, provide an affirmative answer to this question. In spite of the large number of publications, good and comprehensive textbooks which could facilitate the access of newcomers to this area and support teaching were missing until recently. To help to close this gap and to provide a textbook for courses in fuzzy set theory which can also be used as an introduction to this field, the first volume ofthis book was published in 1985 [Zimmermann 1985 b]. This volume tried to cover fuzzy set theory and its applications as extensively as possible. Applications could, therefore, only be described to a limited extent and not very detailed.

Expert Systems

Author : Robert A. Benfer
Publisher : SAGE Publications, Incorporated
ISBN 13 :
Total Pages : 102 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Expert Systems by : Robert A. Benfer

Download or read book Expert Systems written by Robert A. Benfer and published by SAGE Publications, Incorporated. This book was released on 1991 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces the concept of expert systems development as a model for the acquisition, representation and validation of knowledge about relatively limited domains. Case studies derive from the authors' own development experiences in the social sciences.

Database and Expert Systems Applications

Author : Qiming Chen
Publisher : Springer
ISBN 13 : 3319228528
Total Pages : 542 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Database and Expert Systems Applications by : Qiming Chen

Download or read book Database and Expert Systems Applications written by Qiming Chen and published by Springer. This book was released on 2015-08-10 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNCS 9261 and LNCS 9262 constitutes the refereed proceedings of the 26th International Conference on Database and Expert Systems Applications, DEXA 2015, held in Valencia, Spain, September 1-4, 2015. The 40 revised full papers presented together with 32 short papers, and 2 keynote talks, were carefully reviewed and selected from 125 submissions. The papers discuss a range of topics including: temporal, spatial and high dimensional databases; semantic Web and ontologies; modeling, linked open data; NoSQLm NewSQL, data integration; uncertain data and inconsistency tolerance; database system architecture; data mining, query processing and optimization; indexing and decision support systems; modeling, extraction, social networks; knowledge management and consistency; mobility, privacy and security; data streams, Web services; distributed, parallel and cloud databases; information retrieval; XML and semi-structured data; data partitioning, indexing; data mining, applications; WWW and databases; data management algorithms. These volumes also include accepted papers of the 8th International Conference on Data Management in Cloud, Grid and P2P Systems, Globe 2015, held in Valencia, Spain, September 2, 2015. The 8 full papers presented were carefully reviewed and selected from 13 submissions. The papers discuss a range of topics including: MapReduce framework: load balancing, optimization and classification; security, data privacy and consistency; query rewriting and streaming.

Expert Systems in Engineering Applications

Author : Spyros Tzafestas
Publisher : Springer Science & Business Media
ISBN 13 : 3642840485
Total Pages : 391 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Expert Systems in Engineering Applications by : Spyros Tzafestas

Download or read book Expert Systems in Engineering Applications written by Spyros Tzafestas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert system technology is receiving increasing popularity and acceptance in the engineering community. This is due to the fact that there actually exists a close match between the capabilities of the current generation expert systems and the requirements of engineering practice. Prepared by a distinguished team of experts, this book provides a balanced state-of-the-art presentation of the design principles of engineering expert systems, and a representative picture of their capabilities to assist efficiently the design, diagnosis and operation of complex industrial plants. Among the application areas covered are the following: hardware synthesis, industrial plant layout design, fault diagnosis, process control, image analysis, computer communication, electric power systems, intelligent control, robotics, and manufacturing systems. The book is appropriate for the researcher and the professional. The researcher can save considerable time in searching the scattered technical information on engineering expert systems. The professional can have readily available a rich set of guidelines and techniques that are applicable to a wide class of engineering domains.

Artificial Intelligence and Expert Systems

Author : I. Gupta
Publisher : Mercury Learning and Information
ISBN 13 : 1683925068
Total Pages : 454 pages
Book Rating : 4.6/5 (839 download)

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Book Synopsis Artificial Intelligence and Expert Systems by : I. Gupta

Download or read book Artificial Intelligence and Expert Systems written by I. Gupta and published by Mercury Learning and Information. This book was released on 2020-04-06 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to identify some of the current applications and techniques of artificial intelligence as an aid to solving problems and accomplishing tasks. It provides a general introduction to the various branches of AI which include formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic, etc. The book has been structured into five parts with an emphasis on expert systems: problems and state space search, knowledge engineering, neural networks, fuzzy logic, and Prolog. Features: Introduces the various branches of AI which include formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic, etc. Includes a separate chapter on Prolog to introduce basic programming techniques in AI

Expert Systems: Tools and Applications

Author : Paul Harmon
Publisher : Wiley
ISBN 13 : 9780471839507
Total Pages : 289 pages
Book Rating : 4.8/5 (395 download)

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Book Synopsis Expert Systems: Tools and Applications by : Paul Harmon

Download or read book Expert Systems: Tools and Applications written by Paul Harmon and published by Wiley. This book was released on 1988-01-18 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to discuss efficient ways to implement the systems currently being developed--written by the co-author of Expert Systems: Artificial Intelligence in Business, generally regarded as the best non-technical guide to expert systems for business people. Gives innovative ideas for using expert systems to facilitate business operations. Appropriate as a text or supplement for data base, decision support, or special-topic courses that cover expert systems. Clearly explains new applications of automatic decision-making in management, sales, operations, programming, research, and service industries. Text supported by extensive examples and graphs.

Grey Systems

Author : Sifeng Liu
Publisher : Springer
ISBN 13 : 3642161588
Total Pages : 391 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Grey Systems by : Sifeng Liu

Download or read book Grey Systems written by Sifeng Liu and published by Springer. This book was released on 2010-12-09 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to inherent limitations in human sensing organs, most data collected for various purposes contain uncertainties. Even at the rare occasions when accurate data are available, the truthful predictions derived on the data tend to create chaotic consequences. So, to effectively process and make sense out of available data, we need methods to deal with uncertainty inherently existing inside the data. The intent of this monograph is to explore the fundamental theory, methods, and techniques of practical application of grey systems theory, initiated by Professor Deng Julong in 1982. This volume presents most of the recent advances of the theory accomplished by scholars from around the world. From studying this book, the reader will not only acquire an overall knowledge of this new theory but also be able to follow the most current research activities. All examples presented are based on practical applications of the theory when urgent real-life problems had to be addressed. Last but not the least, this book concludes with three appendices. The first one compares grey systems theory and interval analysis while revealing the fact that interval analysis is a part of grey mathematics. The second appendix presents an array of different approaches of studying uncertainties. And, the last appendix shows how uncertainties appear using general systems approach.

Fuzzy Expert Systems

Author : Abraham Kandel
Publisher : CRC Press
ISBN 13 : 9780849342974
Total Pages : 344 pages
Book Rating : 4.3/5 (429 download)

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Book Synopsis Fuzzy Expert Systems by : Abraham Kandel

Download or read book Fuzzy Expert Systems written by Abraham Kandel and published by CRC Press. This book was released on 1991-11-12 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until recently, fuzzy logic was the intellectual plaything of a handful of researchers. Now it is being used to enhance the power of intelligent systems, as well as improve the performance and reduce the cost of intelligent and "smart" products appearing in the commercial market. Fuzzy Expert Systems focuses primarily on the theory of fuzzy expert systems and their applications in science and engineering. In doing so, it provides the first comprehensive study of "soft" expert systems and applications for those systems. Topics covered include general purpose fuzzy expert systems, processing imperfect information using structured frameworks, the fuzzy linguistic inference network generator, fuzzy associative memories, the role of approximate reasoning in medical expert systems, MILORD (a fuzzy expert systems shell), and COMAX (an autonomous fuzzy expert system for tactical communications networks. Fuzzy Expert Systems provides an invaluable reference resource for researchers and students in artificial intelligence (AI) and approximate reasoning (AR), as well as for other researchers looking for methods to apply similar tools in their own designs of intelligent systems.

Fuzzy Expert Systems and Fuzzy Reasoning

Author : William Siler
Publisher : John Wiley & Sons
ISBN 13 : 0471698490
Total Pages : 423 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Fuzzy Expert Systems and Fuzzy Reasoning by : William Siler

Download or read book Fuzzy Expert Systems and Fuzzy Reasoning written by William Siler and published by John Wiley & Sons. This book was released on 2005-02-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hier lernen Sie, Expertensysteme auf der Basis von Fuzzy Logic zu konstruieren, die sich für den praktischen Einsatz eignen. Expertensysteme werden zunächst allgemein definiert, und die zugrundeliegende Mathematik wird eingeführt. Regelbasierte Systeme werden gründlicher besprochen als in jedem anderen Buch mit ähnlichem Thema. Am Ende jedes Kapitels können Sie Ihren Wissensstand anhand von Übungsaufgaben überprüfen. Von einem zugehörigen ftp-Server können Sie Ergänzungsmaterial abrufen. Für Praktiker und Forscher aus dem akademischen Umfeld gleichermaßen geeignet!

A Guide to Expert Systems

Author : Donald Arthur Waterman
Publisher : Addison Wesley Publishing Company
ISBN 13 :
Total Pages : 456 pages
Book Rating : 4.:/5 (43 download)

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Book Synopsis A Guide to Expert Systems by : Donald Arthur Waterman

Download or read book A Guide to Expert Systems written by Donald Arthur Waterman and published by Addison Wesley Publishing Company. This book was released on 1986 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: A boy & his grandparents live near a cursed wood. the boy longs for a dog - but the ungainly creature found by his grandfatherhardly fits his image of the perfect pet. But then the dog starts to grow human ears!

General Systems Theory

Author : Lars Skyttner
Publisher : World Scientific
ISBN 13 : 9812774750
Total Pages : 538 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis General Systems Theory by : Lars Skyttner

Download or read book General Systems Theory written by Lars Skyttner and published by World Scientific. This book was released on 2005 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems theorists see common principles in the structure and operation of systems of all kinds and sizes. They promote an interdisciplinary science adapted for a universal application with a common language and area of concepts. In order to solve problems, make recommendations and predict the future, they use theories, models and concepts from the vast area of general systems theory. This approach is chosen as a means to overcome the fragmentation of knowledge and the isolation of the specialist but also to find new approaches to problems created by earlier 'solution of problems.'. This revised and updated second edition of General Systems Theory OCo Ideas and Applications includes new systems theories and a new chapter on self-organization and evolution. The book summarizes most of the fields of systems theory and its application systems science in one volume. It provides a quick and readable reference guide for future learning containing both general theories and practical applications without the use of complicated mathematics. Sample Chapter(s). Chapter 1: The Emergence of Holistic Thinking (2,002 KB). Contents: The Theories and Why: The Emergence of Holistic Thinking; Basic Ideas of General Systems Theory; A Selection of Systems Theories; Communication and Information Theory; Some Theories of Brain and Mind; Self-Organization and Evolution; The Applications and How: Artificial Intelligence and Life; Organizational Theory and Management Cybernetics; Decision-Making and Decision Aids; Informatics; Some of the Systems Methodologies; The Future of Systems Theory. Readership: Computer specialists, architects, businessmen, decision makers of all kinds, teachers and holistic thinkers."

Database and Expert Systems Applications

Author : Mohamed Ibrahim
Publisher : Springer
ISBN 13 : 3540444696
Total Pages : 1023 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Database and Expert Systems Applications by : Mohamed Ibrahim

Download or read book Database and Expert Systems Applications written by Mohamed Ibrahim and published by Springer. This book was released on 2003-05-15 with total page 1023 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Database and Expert Systems Applications (DEXA) conferences have established themselves as a platform for bringing together researchers and practitioners from various backgrounds and all regions of the world to exchange ideas, experiences and opinions in a friendly and stimulating environment. The papers presented at the conference represent recent developments in the field and important steps towards shaping the future of applied computer science and information systems. DEXA covers a broad field: all aspects of databases, knowledge based systems, knowledge management, web-based systems, information systems, related technologies and their applications. Once again there were a good number of submissions: out of 183 papers that were submitted, the program committee selected 92 to be presented. In the first year of this new millennium DEXA has come back to the United Kingdom, following events in Vienna, Berlin, Valencia, Prague, Athens, London, Zurich, Toulouse, Vienna and Florence. The past decade has seen several revolutionary developments, one of which was the explosion of Internet-related applications in the areas covered by DEXA, developments in which DEXA has played a role and in which DEXA will continue to play a role in its second decade, starting with this conference.