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Books Books 1 - 10 of about 45 related to Statistical learning theory.   

The Nature of Statistical Learning Theory

Vladimir N. Vapnik - Mathematics - 2013 - 188 pages
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning from the general point of ...
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Structural Reliability: Statistical Learning Perspectives

Jorge Eduardo Hurtado - Technology & Engineering - 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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Estimation of Dependences Based on Empirical Data

V. Vapnik - Mathematics - 2006 - 505 pages
Twenty-?ve years have passed since the publication of the Russian version of the book Estimation of Dependencies Based on Empirical Data (EDBED for short). Twen- ?ve years is a ...
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Advances in Kernel Methods: Support Vector Learning

Bernhard Schölkopf, Christopher J. C. Burges - Computers - 1999 - 376 pages
A young girl hears the story of her great-great-great-great- grandfather and his brother who came to the United States to make a better life for themselves helping to build the ...
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