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A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on resul
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Learning Theory and Kernel Machines
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This book constitutes the joint refereed proceedings of the 16th Annual Conference on Computational Learning Theory, COLT 2003, and the 7th Kernel Workshop, Ker
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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 a