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Principles of Nonparametric Learning

Principles of Nonparametric Learning

Paperback

Series: CISM International Centre for Mechanical Sciences, Book 434

Medical ReferenceTechnology & Engineering

ISBN10: 3211836888
ISBN13: 9783211836880
Publisher: Springer Nature
Published: Jul 30 2002
Pages: 335
Weight: 1.23
Height: 0.73 Width: 6.69 Depth: 9.61
Language: English
The book provides systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density estimation and genetic programming. The book is mainly addressed to postgraduates in engineering, mathematics, computer science, and researchers in universities and research institutions.

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Medical Reference