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Books Books 11 - 20 of about 47 related to The Nature of Statistical Learning Theory.    

An Introduction to Support Vector Machines and Other Kernel-based Learning ...

Nello Cristianini, John Shawe-Taylor - Computers - 2000 - 189 pages
This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs ...
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Structural Reliability: Statistical Learning Perspectives

Jorge E. Hurtado - Computers - 2004 - 257 pages
The last decades have witnessed the development of methods for solving struc tural reliability problems, which emerged from the efforts of numerous re searchers all over the ...
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Nonlinear estimation and classification

David D. Denison - Business & Economics - 2003 - 474 pages
Researchers in many disciplines now face the formidable task of processing massive amounts of high-dimensional and highly structured data. Advances in data collection and ...
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Introduction to Machine Learning

Ethem Alpaydin - Computers - 2004 - 415 pages
An introductory text in machine learning that gives a unified treatment of methods based on statistics, pattern recognition, neural networks, artificial intelligence, signal ...
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002 ...

Shahar Mendelson, Alexander J. Smola - Computers - 2003 - 257 pages
Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a ...
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Pattern Classification

Richard O. Duda, Peter E. Hart, David G. Stork - Technology & Engineering - 2012 - 680 pages
The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural ...
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Computational Learning Theory: 4th European Conference, EuroCOLT'99 ...

Paul Fischer, Hans U. Simon - Computational learning theory - 1999 - 301 pages
This book constitutes the refereed proceedings of the 4th European Conference on Computational Learning Theory, EuroCOLT'99, held in Nordkirchen, Germany in March 1999. The 21 ...
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