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Viac informácií o knihe Probabilistic Theory of Pattern Recognition

• Parametre knihy
• Anotácia kniha
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Nákupom získate 341 bodov

Anotácia knihy

Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. The aim of this book is to provide a self-contained account of probabilistic analysis of these approaches. The book includes a discussion of distance measures, nonparametric methods based on kernels or nearest neighbors, Vapnik-Chervonenkis theory, epsilon entropy, parametric classification, error estimation, free classifiers, and neural networks. Wherever possible, distribution-free properties and inequalities are derived. A substantial portion of the results or the analysis is new. Over 430 problems and exercises complement the material.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Probabilistic Theory of Pattern Recognition
• Autor: Luc Devroye, Laszlo Györfi, Gabor Lugosi
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 638
• EAN: 9780387946184
• ISBN: 0387946187
• ID: 01384098
• Nakladateľ: Springer-Verlag New York Inc.
• Hmotnosť: 1122 g
• Rozmery: 166 × 243 × 39 mm
• Dátum vydania: 01. June 1996

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