Managing Uncertainty in Expert Systems

Managing Uncertainty in Expert Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 242
Release :
ISBN-10 : 9781461539827
ISBN-13 : 146153982X
Rating : 4/5 (27 Downloads)

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.


Managing Uncertainty in Expert Systems Related Books

Managing Uncertainty in Expert Systems
Language: en
Pages: 242
Authors: Jerzy W. Grzymala-Busse
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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 op
Fuzzy Sets, Fuzzy Logic, And Fuzzy Systems: Selected Papers By Lotfi A Zadeh
Language: en
Pages: 842
Authors: George J Klir
Categories: Computers
Type: BOOK - Published: 1996-05-30 - Publisher: World Scientific

DOWNLOAD EBOOK

This book consists of selected papers written by the founder of fuzzy set theory, Lotfi A Zadeh. Since Zadeh is not only the founder of this field, but has also
A Methodology for Uncertainty in Knowledge-Based Systems
Language: en
Pages: 154
Authors: Kurt Weichselberger
Categories: Computers
Type: BOOK - Published: 1990-03-07 - Publisher: Lecture Notes in Artificial Intelligence

DOWNLOAD EBOOK

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
Expert Systems and Probabilistic Network Models
Language: en
Pages: 612
Authors: Enrique Castillo
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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 uncer
Probabilistic Reasoning in Expert Systems
Language: en
Pages: 448
Authors: Richard E. Neapolitan
Categories: Computers
Type: BOOK - Published: 2012-06-01 - Publisher: CreateSpace

DOWNLOAD EBOOK

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