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Books Books 1 - 10 of about 45 related to An Introduction to Support Vector Machines and Other Kernel-based Learning ....    

Kernel Methods for Pattern Analysis

John Shawe-Taylor, Nello Cristianini - Computers - 2004
Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and ...
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Introduction to Computational Genomics: A Case Studies Approach

Nello Cristianini, Matthew W. Hahn - Computers - 2006
Where did SARS come from? Have we inherited genes from Neanderthals? How do plants use their internal clock? The genomic revolution in biology enables us to answer such ...
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Advances in Intelligent Data Analysis VII: 7th International Symposium on ...

Michael R. Berthold, John Shawe-Taylor, Nada Lavrač - Business & Economics - 2007 - 380 pages
This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia, September 6-8, 2007. The ...
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Learning Theory: 17th Annual Conference on Learning Theory, COLT 2004, Banff ...

John Shawe-Taylor - Computers - 2004 - 645 pages
This volume contains papers presented at the 17th Annual Conference on Le- ning Theory (previously known as the Conference on Computational Learning Theory) held in Ban ...
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Machine Learning and Knowledge Discovery in Databases: European Conference ...

Wray Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor - Computers - 2009 - 762 pages
This book constitutes the proceedings of the First International Conference on Computational Collective Intelligence, ICCCI 2009, held in Wroclaw, Poland, in October 2009. The ...
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Computational Learning Theory: EuroCOLT '93

John Shawe-Taylor, Martin Anthony - Computational learning theory - 1994 - 256 pages
The study of machine learning within the mathematical framework of complexity theory has seen great strides in just a few short years, spurred on by the tremendous rise in ...
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Advances in Kernel Methods: Support Vector Learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola - 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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Learning with Kernels: Support Vector Machines, Regularization, Optimization ...

Bernhard Schölkopf, Alexander J. Smola - Computers - 2002 - 626 pages
A comprehensive introduction to Support Vector Machines and related kernel methods.
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Support Vector Machines: Theory and Applications

Lipo Wang - Computers - 2005 - 431 pages
The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the ...
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Learning with Support Vector Machines

Colin Campbell, Yiming Ying - Technology & Engineering - 2010 - 95 pages
Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used across a wide range of applications from ...
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