Learning from Data: Concepts, Theory, and Methods

Learning from Data: Concepts, Theory, and Methods
Goodreads Rating:
4.12
ISBN10:
0471681822
Pages:
538
Genre:
ISBN13:
9780471681823
Published:
August 24th 2007 by Wiley-IEEE Press
Language

An interdisciplinary framework for learning methodologies--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 applied--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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