Abstraction in Artificial Intelligence and Complex Systems

Abstraction in Artificial Intelligence and Complex Systems

Paperback(2013)

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Product Details

ISBN-13: 9781489988744
Publisher: Springer New York
Publication date: 07/08/2015
Edition description: 2013
Pages: 484
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

Introduction.- Abstraction in Different Disciplines.- Abstraction in Artificial Intelligence.- Definitions of Abstraction.- Boundaries of Abstraction.- The KRA Model.- Abstraction Operators and Design Patterns.- Properties of the KRA Model.- Abstraction in Machine Learning.- Simplicity, Complex Systems, and Abstraction.- Case Studies and Applications.- Discussion.- Conclusion.

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