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By Lorenza Saitta,Jean-Daniel Zucker

Abstraction is a basic mechanism underlying either human and synthetic notion, illustration of information, reasoning and studying. This mechanism performs an important function in lots of disciplines, particularly computing device Programming, common and synthetic imaginative and prescient, advanced structures, man made Intelligence and laptop studying, artwork, and Cognitive Sciences.

This publication first presents the reader with an outline of the notions of abstraction proposed in numerous disciplines by means of evaluating either commonalities and differences.  After discussing the characterizing homes of abstraction, a proper version, the KRA model, is gifted to trap them. This version makes the idea of abstraction simply appropriate through the creation of a suite of abstraction operators and abstraction styles, reusable throughout various domain names and purposes.

It is the influence of abstraction in man made Intelligence, advanced platforms and laptop studying which creates the center of the book.  A normal framework, in response to the KRA model, is gifted, and its pragmatic energy is illustrated with 3 case experiences: Model-based prognosis, Cartographic  Generalization, and studying Hierarchical Hidden Markov Models.

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Abstraction in Artificial Intelligence and Complex Systems by Lorenza Saitta,Jean-Daniel Zucker


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