By Lorenza Saitta,Jean-Daniel Zucker
This e-book first offers the reader with an outline of the notions of abstraction proposed in quite a few disciplines by means of evaluating either commonalities and differences. After discussing the characterizing houses of abstraction, a proper version, the KRA model, is gifted to seize them. This version makes the suggestion of abstraction simply appropriate via the creation of a suite of abstraction operators and abstraction styles, reusable throughout diverse domain names and functions.
It is the effect of abstraction in synthetic Intelligence, advanced platforms and desktop studying which creates the middle of the book. A basic framework, in response to the KRA model, is gifted, and its pragmatic energy is illustrated with 3 case reviews: Model-based prognosis, Cartographic Generalization, and studying Hierarchical Hidden Markov Models.
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Additional info for Abstraction in Artificial Intelligence and Complex Systems
Abstraction in Artificial Intelligence and Complex Systems by Lorenza Saitta,Jean-Daniel Zucker