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Books Books 1 - 10 of about 450 citing 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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Kernel Methods for Pattern Analysis

John Shawe-Taylor, Nello Cristianini - Computers - 2004 - 462 pages
A unique account of developing topic in data mining and machine learning.
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Bioinformatics: The Machine Learning Approach

Pierre Baldi, Søren Brunak - Computers - 2001 - 452 pages
A guide to machine learning approaches and their application to the analysis of biological data.
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Advances in Neural Information Processing Systems 9: Proceedings of the 1996 ...

Michael I. Jordan - Computers - 1997 - 1098 pages
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the ...
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Combining Pattern Classifiers: Methods and Algorithms

Ludmila I. Kuncheva - Technology & Engineering - 2004 - 300 pages
Covering pattern classification methods, Combining Classifiers: Ideas and Methods focuses on the important and widely studied issue of how to combine several classifiers ...
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Advances in Neural Information Processing Systems 13: Proceedings of the ...

Todd K. Leen, Thomas G. Dietterich, Volker Tresp - Computers - 2001 - 1106 pages
The proceedings of the 2000 Neural Information Processing Systems (NIPS)Conference.
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Advances in Neural Information Processing Systems 9: Proceedings of the 1996 ...

Michael I. Jordan - Computers - 1997 - 1098 pages
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the ...
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AISC 2004, Volume 7

Bruno Buchberger, John A. Campbell - Computers - 2004 - 284 pages
AISC 2004, the 7th International Conference on Arti?cial Intelligence and S- bolicComputation, wasthelatestintheseriesofspecializedbiennialconferences ...
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Nonparametric Curve Estimation: Methods, Theory and Applications

Sam Efromovich - Mathematics - 1999 - 411 pages
This self-contained book is an introduction to nonparametric curve estimation theory.
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