BOOKS - Learning from Data: Concepts, Theory, and Methods
Learning from Data: Concepts, Theory, and Methods - Vladimir Cherkassky March 25, 1998 PDF  BOOKS
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Learning from Data: Concepts, Theory, and Methods
Author: Vladimir Cherkassky
Year: March 25, 1998
Format: PDF
File size: PDF 3.8 MB
Language: English

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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