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wyszukanych pozycji: 7
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A Probabilistic Theory of Pattern Recognition
ISBN: 9781461268772 / Angielski / Miękka / 2013 / 638 str. Termin realizacji zamówienia: ok. 20 dni roboczych. A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervonenkis theory, parametric classification, and feature extraction. Each chapter concludes with problems and exercises to further the readers understanding. Both research workers and graduate students will benefit from this wide-ranging and up-to-date account of a fast- moving field.
A self-contained and coherent account of probabilistic techniques, covering: distance measures, kernel rules, nearest neighbour rules, Vapnik-Chervone...
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346,96 zł |
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Combinatorial Methods in Density Estimation
ISBN: 9781461265276 / Angielski / Miękka / 2012 / 209 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This book is the first to explore a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected error is within a given constant multiple of the best possible error. The paradigm can be used in nearly all density estimates and for most model selection problems, both parametric and nonparametric.
Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem ...
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cena:
385,52 zł |
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Combinatorial Methods in Density Estimation
ISBN: 9780387951171 / Angielski / Twarda / 2001 / 209 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This text explores a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected error is within a given constant multiple of the best possible error. The paradigm can be used in nearly all density estimates and for most model selection problems, both parametric and nonparametric. It is the first book on this topic. The text is intended for...
Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem ...
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cena:
539,74 zł |
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Learning Theory: 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings
ISBN: 9783540352945 / Angielski / Miękka / 2006 / 660 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, Pennsylvania, USA, June 2006. The book presents 43 revised full papers together with 2 articles on open problems and 3 invited lectures. The papers cover a wide range of topics including clustering, un- and semi-supervised learning, statistical learning theory, regularized learning and kernel methods, query learning and teaching, inductive inference, and more. This book constitutes the refereed proceedings of the 19th Annual Conference on Learning Theory, COLT 2006, held in Pittsburgh, Pennsylvania, USA, ... |
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385,52 zł |
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A Probabilistic Theory of Pattern Recognition
ISBN: 9780387946184 / Angielski / Twarda / 1996 / 638 str. Termin realizacji zamówienia: ok. 20 dni roboczych. 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...
Pattern recognition presents one of the most significant challenges for scientists and engineers, and many different approaches have been proposed. Th...
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cena:
501,19 zł |
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Concentration Inequalities: A Nonasymptotic Theory of Independence
ISBN: 9780198767657 / Angielski / Miękka / 2016 / 496 str. Termin realizacji zamówienia: ok. 30 dni roboczych. Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables does not depend too much on any of the variables then it is concentrated in the sense that with high probability, it is close to its expected value. This book offers a host of inequalities to illustrate this rich theory in...
Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the...
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cena:
213,03 zł |
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Algorithmic Learning Theory: 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009, Proceedings
ISBN: 9783642044137 / Angielski / Miękka / 2009 / 399 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This volume contains the papers presented at the 20th International Conference onAlgorithmicLearningTheory(ALT2009), whichwasheldinPorto, Portugal, October 3-5, 2009. The conference was co-located with the 12th International ConferenceonDiscoveryScience (DS 2009). The technicalprogramof ALT 2009 contained 26 papers selected from 60 submissions, and 5 invited talks. The - vited talks were presented during the joint sessions of both conferences. ALT 2009 was the 20th in the ALT conference series, established in Japan in 1990. The series Analogical and Inductive Inference is a predecessor of...
This volume contains the papers presented at the 20th International Conference onAlgorithmicLearningTheory(ALT2009), whichwasheldinPorto, Portugal, Oc...
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cena:
192,74 zł |
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