Learning from Data - E-book

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Learning From Data - ENG

Concepts, Theory, And Methods

Vladimir Cherkassky; Filip M. Mulier

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Sinopsis

ISBN:	9780470140512
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Wiley Professional Development (P&T)
Tema:	Computadoras
Subtema:	Modelado de datos
Año de publicación:	2007-09-10

An interdisciplinary framework for learning methodologiesâ€”covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be appliedâ€”showing that a few fundamental principles underlie most new methods being proposed today in statistics, engineering, and computer science. Complete with over one hundred illustrations, case studies, and examples making this an invaluable text.

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