By Lorenza Saitta,Jean-Daniel Zucker
This ebook first presents the reader with an summary of the notions of abstraction proposed in a variety of 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 seize them. This version makes the proposal of abstraction simply appropriate via the creation of a collection 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 desktop studying which creates the middle of the book. A basic framework, in accordance with the KRA model, is gifted, and its pragmatic energy is illustrated with 3 case reports: 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