{"product_id":"9780387946184","title":"Stochastic Modelling and Applied Probability","description":"\u003ch1\u003eStochastic Modelling and Applied Probability\u003c\/h1\u003e \u003ch2\u003eDevroye, Luc; Györfi, Laszlo; Lugosi, Gabor\u003c\/h2\u003e \u003cp\u003ePattern 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 1996-04-04\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9780387946184\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4612-0711-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 638\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":45379253600396,"sku":"9780387946184","price":143.1,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780387946184.jpg?v=1775732767","url":"https:\/\/lateknightbooks.com\/products\/9780387946184","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}