- Vendor: Mia Karts
A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability)
Free U.S. shipping on all orders. Free international shipping on orders over $99
All orders are dispatched the next business day!
Competitive Pricing You Can Trust — Quality You Can Rely On.
ISBN: 0387946187
Author: Devroye, Luc
Condition: New
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.
Have a question?
A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability)