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Learning from Data
Vladimir Cherkassky
Filip M. Mulier
其他書名
Concepts, Theory, and Methods
出版
John Wiley & Sons
, 2007-08-27
主題
Computers / Data Science / Data Modeling & Design
Technology & Engineering / Electronics / General
Technology & Engineering / Electrical
ISBN
0470140518
9780470140512
URL
http://books.google.com.hk/books?id=IMGzP-IIaKAC&hl=&source=gbs_api
EBook
SAMPLE
註釋
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.