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Artificial Intelligence.

Artificial Intelligence.
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10022747 Access this eBook online Ebook for Applied Information Technology   GUtech Library . . Available .  
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ISBN 9781483263175
9780123623409
Author Hunt, Earl B.
Title Artificial Intelligence.
Description 1 online resource (484 pages)
Contents Front Cover -- Artificial Intelligence -- Copyright Page -- Table of Contents -- PREFACE -- ACKNOWLEDGMENTS -- Part I: Introduction -- Chapter I. THE SCOPE OF ARTIFICIAL INTELLIGENCE -- 1.0 IS THERE SUCH A THING? -- 1.1 Problem Solving -- 1.2 Pattern Recognition -- 1.3 Game Playing and Decision Making -- 1.4 Natural Language and Machine Comprehension -- 1.5 Self-Organizing Systems -- 1.6 Robotology -- Chapter II. PROGRAMMING, PROGRAM STRUCTURE, AND COMPUTABILITY -- 2.0 The Relevance of Computability -- 2.1 Computations on Strings -- 2.2 Formal Grammars -- 2.3 Turing Machines -- 2.4 Linear Bounded Automata and Type 1 Languages -- 2.5 Pushdown Automata and Type 2 Languages -- 2.6 Finite Automata and Regular (Type 3) Languages -- 2.7 Summary and Comments on Practicality -- Part II: Pattern Recognition -- Chapter III. GENERAL CONSIDERATIONS IN PATTERN RECOGNITION -- 3.0 Classification -- 3.1 Categorizing Pattern-Recognition Problems -- 3.2 Historical Perspective and Current Issues -- Chapter IV. PATTERN CLASSIFICATION AND RECOGNITION METHODS BASED ON EUCLIDEAN DESCRIPTION SPACES -- 4.0 General -- 4.1 . Bayesian Procedures in Pattern Recognition -- 4.2 Classic Statistical Approach to Pattern Recognition and Classification -- 4.3 Classification Based on Proximity of Descriptions -- 4.4 Learning Algorithms -- 4.5 Clustering -- Chapter V. NON-EUCLIDEAN PARALLEL PROCEDURES: THE PERCEPTRON -- 5.0 Introduction and Historical Comment -- 5.1 Terminology -- 5.2 Basic Theorems for Order-Limited Perceptrons -- 5.3 Substantive Theorems for Order-Limited Perceptrons -- 5.4 Capabilities of Diameter-Limited Perceptrons -- 5.5 The Importance of Perceptron Analysis -- Chapter VI. SEQUENTIAL PATTERN RECOGNITION -- 6.0 Sequential Classification -- 6.1 Definitions and Notation -- 6.2 Bayesian Decision Procedures.
Subject Artificial intelligence
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Other name(s) Carterette, Edward C.
Friedman, Morton P.
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