Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering (Computational Intelligence)
Nikola K. Kasabov
ISBN 10: 0262112124 ISBN 13: 9780262112123
Published by Bradford Books, 1996
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About this Item
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Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 2.85. Seller Inventory # G0262112124I3N00
Synopsis:
Neural networks and fuzzy systems are different approaches to introducing human-like reasoning into expert systems. This text is the first to combine the study of these two subjects, their basics and their use, along with symbolic AI methods to build comprehensive artificial intelligence systems.
In a clear and accessible style, Kasabov describes rule- based and connectionist techniques and then their combinations, with fuzzy logic included, showing the application of the different techniques to a set of simple prototype problems, which makes comparisons possible. A particularly strong feature of the text is that it is filled with applications in engineering, business, and finance. AI problems that cover most of the application-oriented research in the field (pattern recognition, speech and image processing, classification, planning, optimization, prediction, control, decision making, and game simulations) are discussed and illustrated with concrete examples.
Intended both as a text for advanced undergraduate and postgraduate students as well as a reference for researchers in the field of knowledge engineering, Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering has chapters structured for various levels of teaching and includes original work by the author along with the classic material.
Data sets for the examples in the book as well as an integrated software environment that can be used to solve the problems and do the exercises at the end of each chapter are available free through anonymous ftp.
About the Author: Nikola K. Kasabov is Associate Professor in Information Science, University of Otago, New Zealand.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Foundations of Neural Networks, Fuzzy ...
Publisher: Bradford Books
Publication Date: 1996
Binding: Hardcover
Condition: Good
Dust Jacket Condition: No Jacket
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