By Lorenza Saitta,Jean-Daniel Zucker
This e-book first presents the reader with an summary of the notions of abstraction proposed in a variety of disciplines through 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 proposal of abstraction simply acceptable 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, complicated structures and laptop studying which creates the middle of the book. A normal framework, in line with 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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