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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 - 462 pages
A unique account of developing topic in data mining and machine learning.
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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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Subspace, Latent Structure and Feature Selection: Statistical and ...

Craig Saunders, Marko Grobelnik, Steve Gunn, John Shawe-Taylor - Computers - 2006 - 209 pages
This book constitutes the thoroughly refereed post-proceedings of the PASCAL (pattern analysis, statistical modelling and computational learning) Statistical and Optimization ...
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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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Machine Learning and Knowledge Discovery in Databases: European ..., Part 2

Peter A. Flach, Tijl De Bie, Nello Cristianini - Computers - 2012 - 867 pages
This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD ...
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Machine Learning and Knowledge Discovery in Databases: European ..., Part 1

Peter A. Flach, Tijl De Bie, Nello Cristianini - Computers - 2012 - 879 pages
This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD ...
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A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and ...

Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin - Computers - 2011 - 183 pages
The purpose of this book is to introduce support vector machines (SVMs) and their extensions and allow biomedical researchers to understand and apply them in real-life research ...
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Learning Theory: 17th Annual Conference on Learning Theory, COLT 2004, Banff ...

John Shawe-Taylor, Yoram Singer - Computers - 2004 - 645 pages
This book constitutes the refereed proceedings of the 17th Annual Conference on Learning Theory, COLT 2004, held in Banff, Canada in July 2004. The 46 revised full papers ...
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Computational learning theory: EuroCOLT '93 : based on the proceedings of ...

John Shawe-Taylor, Martin Anthony, Institute of Mathematics and Its Applications - Computers - 1994 - 239 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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