Learning from Data: Concepts, Theory, and Methods

by Vladimir Cherkassky, Filip M Mulier, Filip M. Mulier

Book Overview

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...

• Format: Hardcover
• Language: English
• ISBN: 0471681822
• ISBN13: 9780471681823
• Release Date: August 2007
• Publisher: Wiley-IEEE Press
• Length: 560 Pages
• Weight: 2.04 lbs.
• Dimensions: 1.3" x 6.5" x 9.2"