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Author : Fred Aminzadeh,Marwan Simaan
Publisher : Unknown
Page : 260 pages
File Size : 40,9 Mb
Release : 1991
Category : Science
ISBN : UOM:39015024935242
Author : Spyros Tzafestas
Publisher : Springer Science & Business Media
Page : 391 pages
File Size : 40,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642840487
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.
Author : Alex Edwards,N. A. D. Connell
Publisher : Prentice Hall
Page : 280 pages
File Size : 46,7 Mb
Release : 1989
Category : Business & Economics
ISBN : IND:30000000195184
Author : John S. Chandler,Ting-Peng Liang
Publisher : Unknown
Page : 340 pages
File Size : 53,9 Mb
Release : 1990
Category : Computers
ISBN : UCAL:B4396086
Author : Elizabeth Ann Maharaj,Pierpaolo D'Urso,Jorge Caiado
Publisher : CRC Press
Page : 213 pages
File Size : 46,8 Mb
Release : 2019-03-19
Category : Mathematics
ISBN : 9780429603303
The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathematicians, econometricians, computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and classifying different types of large datasets, including time series data. Time Series Clustering and Classification includes relevant developments on observation-based, feature-based and model-based traditional and fuzzy clustering methods, feature-based and model-based classification methods, and machine learning methods. It presents a broad and self-contained overview of techniques for both researchers and students. Features Provides an overview of the methods and applications of pattern recognition of time series Covers a wide range of techniques, including unsupervised and supervised approaches Includes a range of real examples from medicine, finance, environmental science, and more R and MATLAB code, and relevant data sets are available on a supplementary website
Author : Anne Morris
Publisher : Walter de Gruyter
Page : 253 pages
File Size : 48,7 Mb
Release : 2011-09-12
Category : Business & Economics
ISBN : 9783110977806
Author : Christine Strauss,Gabriele Kotsis,A Min Tjoa,Ismail Khalil
Publisher : Springer Nature
Page : 412 pages
File Size : 51,8 Mb
Release : 2021-08-31
Category : Computers
ISBN : 9783030864729
This two-volume set, LNCS 12923 and 12924, constitutes the thoroughly refereed proceedings of the 5th International Conference on Database and Expert Systems Applications, DEXA 2021. Due to COVID-19 pandemic, the conference was held virtually. The 37 full papers presented together with 31 short papers in these volumes were carefully reviewed and selected from a total of 149 submissions. The papers are organized around the following topics: big data; data analysis and data modeling; data mining; databases and data management; information retrieval; prediction and decision support.
Author : A. Kidd
Publisher : Springer Science & Business Media
Page : 203 pages
File Size : 49,9 Mb
Release : 2012-12-06
Category : Psychology
ISBN : 9781461318231
Building an expert system involves eliciting, analyzing, and interpreting the knowledge that a human expert uses when solving problems. Expe rience has shown that this process of "knowledge acquisition" is both difficult and time consuming and is often a major bottleneck in the production of expert systems. Unfortunately, an adequate theoretical basis for knowledge acquisition has not yet been established. This re quires a classification of knowledge domains and problem-solving tasks and an improved understanding of the relationship between knowledge structures in human and machine. In the meantime, expert system builders need access to information about the techniques currently being employed and their effectiveness in different applications. The aim of this book, therefore, is to draw on the experience of AI scientists, cognitive psychologists, and knowledge engineers in discussing particular acquisition techniques and providing practical advice on their application. Each chapter provides a detailed description of a particular technique or methodology applied within a selected task domain. The relative strengths and weaknesses of the tech nique are summarized at the end of each chapter with some suggested guidelines for its use. We hope that this book will not only serve as a practical handbook for expert system builders, but also be of interest to AI and cognitive scientists who are seeking to develop a theory of knowledge acquisition for expert systems.
Author : Peter Lucas,Linda van der Gaag
Publisher : Addison Wesley Publishing Company
Page : 544 pages
File Size : 48,7 Mb
Release : 1991
Category : Computers
ISBN : UOM:39015024931589
Author : Leonard Bolc,Michael J. Coombs
Publisher : Springer Science & Business Media
Page : 475 pages
File Size : 52,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642833144
While expert systems technology originated in the United States, its development has become an international concern. Since the start of the DENDRAL project at Stanford University over 15 years ago, with its objective of problem-solving via the automation of actual human expert knowledge, significant expert systems projects have been completed in countries rang ing from Japan to France, Spain to China. This book presents a sample of five such projects, along with four substantial reports of mature studies from North American researchers. Two important issues of expert system design permeate the papers in this volume. The first concerns the incorporation of substantial numeric knowledge into a system. This has become a significant focus of work as researchers have sought to apply expert systems tech nology to complex, real-world domains already subject to statistical or algebraic description (and handled well at some level in numeric terms). A second prominent issue is that of representing control knowledge in a manner which is both explicit, and thus available for inspection, and compatible with the semantics of the problem domain.
Author : Ivan Nunes da Silva,Rogério Andrade Flauzino
Publisher : BoD – Books on Demand
Page : 132 pages
File Size : 46,8 Mb
Release : 2020
Category : Expert systems (Computer science)
ISBN : 9781838810061
What are expert systems and what are their purposes? What are the impacts resulting from their implementations? This book aims to answer these questions and more. Written by experts in the field, chapters It explores different concepts of expert systems such as computational intelligence, signal processing, real time systems, systems optimization, electric power systems, fault diagnosis, asset management, and smart cityescities. This book will appeal to wide range of readers, including those interested in acquiring basic knowledge and those who are motivated to learn more about the technical elements and technological applications of expert systems.
Author : Jay Liebowitz
Publisher : CRC Press
Page : 740 pages
File Size : 55,6 Mb
Release : 1997-12-29
Category : Computers
ISBN : 0849331064
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.
Author : Peter Jackson
Publisher : Addison Wesley Publishing Company
Page : 568 pages
File Size : 44,7 Mb
Release : 1999
Category : Computers
ISBN : UOM:39015046503515
In May 1997, IBM's Deeper Blue defeated the world chess champion Gary Kasparov, showing that an artificial intelligence system can outplay even the most skilled of human experts. Since the first expert systems appeared in the late sixties, we have seen three decades of research and development engineer human knowledge to more practical ends, in a pioneering effort that has integrated diverse areas of cognitive and computer science. Today, expert systems exist in many forms, from medical diagnosis to investment analysis and from counseling to production control. This third edition of Peter Jackson's best-selling book updates the technological base of expert systems research and embeds those developments in a wide variety of application areas. The earlier chapters have been refocused to take a more practical approach to the basic topics, while the later chapters introduce new topic areas such as case-based reasoning, connectionist systems and hybrid systems. Results in related areas, such as machine learning and reasoning with uncertainty, are also accorded a thorough treatment. The new edition contains many new examples and exercises, most of which are in CLIPS, a language that combines production rules with object-oriented programming. LISP, PROLOG and C++ are also featured where appropriate. Interesting problems are posed throughout, and are solved in exercises involving the analysis, design and implementation of CLIPS programs. This book will prove useful to a wide readership including general readers, students and teachers, software engineers and researchers. Its modular structure enables readers to follow a pathway most suited to their needs, providing them with an up-to-date account of expert systems technology. Peter Jackson is Director of Research at West Group, a division of The Thomson Corporation and the leading provider of information to the US legal market. Peter drives the application of natural language and information retrieval technologies to the information needs of law and business. Previous appointments include Principal Scientist at the McDonnell Douglas Research Laboratories in Saint Louis, Missouri, and Lecturer in the Department of Artificial Intelligence at the University of Edinburgh, Scotland.
Author : Robert G. Bowerman,David E. Glover
Publisher : Van Nostrand Reinhold Company
Page : 432 pages
File Size : 50,7 Mb
Release : 1988
Category : Computers
ISBN : UOM:39015047402402
This book discusses strategies and tactics for creating robust production applications. It addresses those general principles for success that will not become outdated as new products are released and application areas expand. Strategies and guidelines are emphasized rather than extensive documentation of existing implementations. The discussion includes a broad analysis of leading and emergent shell tools, tool sets, environments, and symbolic programming languages within the context of examining generic expert system development tool features.
Author : Wateman
Publisher : Pearson Education India
Page : 444 pages
File Size : 51,9 Mb
Release : 1986-09
Category : Electronic
ISBN : 8131713318