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Practitioners Ser.: The Pattern Recognition Basis of Artificial Intelligence by Donald Tveter (1998, Trade Paperback)

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Pattern Recognition Basis of Artificial Intelligence, Paperback by Tveter, Donald, ISBN 0818677961, ISBN-13 9780818677960, Brand New, Free shipping in the US This textbook begins with vision and mathematical methods of pattern recognition, then moves on to the higher levels of problem solving, game playing, natural language, and understanding of the world. The author emphasizes new ideas in artificial intelligence--neural networking, case-based reasoning, and memory-based reasoning--while including the important aspects of traditional symbol processing AI. Intended for juniors, seniors, and first year graduate students in computer science and psychology. Annotation c. by Book News, Inc., Portland, Or.

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Product Information

This book takes the viewpoint that plain symbol processing techniques have little hope of reproducing the depth and breadth of capabilities found in human beings. The book introduces new foundational principles to AI: connectionist/neural networking methods, case based and memory based methods and picture processing. The book looks at methods of AI as different ways of doing pattern recognition. One way to do pattern recognition is to compare a problem to stored cases. At the other end of the spectrum, Classical Symbol Processing AI compresses cases down to a small set of rules and then works only with this condensed knowledge. In between these two extremes are neural networks, especially backprop type networks. As much as possible the book compares these three basic methods using actual AI programs. The structure of the book starts at the bottom of human abilities with vision and other simple pattern recognition abilities and moves on to the higher levels of problem solving and game playing and finally to the level of natural language and understanding of the world. At the higher levels more complex computer architectures are needed that include methods for structuring thoughts. The book is organized in a manner in which the reader will get an intuitive feeling for the principles of AI. Throughout the book applications of basic principles are demonstrated by examining some classic AI programs in detail. The book can serve as a text for juniors, seniors and first year graduate students in Computer Science or Psychology and includes sample problems and data for exercises and a list of frequently asked questions.

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0818677961
ISBN-13
9780818677960
eBay Product ID (ePID)
1041429

Product Key Features

Author
Donald Tveter
Publication Name
Pattern Recognition Basis of Artificial Intelligence
Format
Trade Paperback
Language
English
Publication Year
1998
Series
Practitioners Ser.
Type
Textbook
Number of Pages
388 Pages

Dimensions

Item Length
9.4in
Item Height
0.8in
Item Width
7.5in
Item Weight
23.7 Oz

Additional Product Features

Series Volume Number
38
Lc Classification Number
Q335.T9 1997
Copyright Date
1998
Topic
Intelligence (Ai) & Semantics, Cognitive Psychology & Cognition, Electronics / Digital, Computer Vision & Pattern Recognition
Lccn
97-032259
Dewey Decimal
006.3
Intended Audience
Scholarly & Professional
Dewey Edition
21
Illustrated
Yes
Genre
Computers, Technology & Engineering, Psychology

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Practitioners Ser.: The Pattern Recognition Basis of Artificial Intelligence by Donald Tveter (1998, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

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item 1 Pattern Recognition Basis Artificial Intelligence by Donald Tveter: Used

item 2 THE PATTERN RECOGNITION BASIS OF ARTIFICIAL INTELLIGENCE By Donald Tveter Mint

item 3 Pattern Recognition Basis of Artificial Intelligence, Paperback by Tveter, Do...

item 4 Pattern Recognition Basis of Artificial Intelligence, Paperback by Tveter, Do...

item 5 Pattern Recognition Basis Artificial Intelligence

item 6 Pattern Recognition Basis Artificial Intelligence by Donald Tveter: New

item 7 The Pattern Recognition Basis of Artificial Intelligence: By Tveter, Donald

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