Support Vector Machines

A statistically-based learning theory used in pattern recognition, regression estimation, and linear operation inversion.

Sub-Categories:

Learning to Classify Text using Support Vector Machines - By Thorsten Joachims - describes an SVM approach to text classification.
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Support Vector Machine Mailing List - An unmoderated discussion list about Support Vector Machines methodology.
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Kernel Machines - A central source of information on kernel based methods, including support vector machines, Gaussian processes.
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AT&T Speech and Image Processing Services Lab - SVM overview, and software.
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Lagrangian Support Vector Machine - University of Wisconsin at Madison. Software and technical report.
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Image, Speech and Intelligent Systems Research Group - University of Southampton. Overview and links to resources.
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SVM Application List - Overview of domains in which SVMs have been applied.
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artificial intelligence using SVM - Helpful to beginners trying to grasp the concepts of SVMs.
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