By Lorenza Saitta,Jean-Daniel Zucker
This ebook first presents the reader with an summary of the notions of abstraction proposed in numerous disciplines through evaluating either commonalities and differences. After discussing the characterizing homes of abstraction, a proper version, the KRA model, is gifted to seize them. This version makes the thought of abstraction simply appropriate by way of the creation of a collection of abstraction operators and abstraction styles, reusable throughout various domain names and purposes.
It is the effect of abstraction in man made Intelligence, complicated platforms and computing device studying which creates the middle of the book. A basic framework, in accordance with the KRA model, is gifted, and its pragmatic strength is illustrated with 3 case experiences: Model-based prognosis, Cartographic Generalization, and studying Hierarchical Hidden Markov Models.
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Additional resources for Abstraction in Artificial Intelligence and Complex Systems
Abstraction in Artificial Intelligence and Complex Systems by Lorenza Saitta,Jean-Daniel Zucker