Directory of Support Vector Machines Resources

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

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Resources in This Category

• Image, Speech and Intelligent Systems Research Group

  http://www.isis.ecs.soton.ac.uk/resources/svminfo/
  University of Southampton. Overview and links to resources.

• Kernel Machines

  http://www.kernel-machines.org/
  A central source of information on kernel based methods, including support vector machines, Gaussian processes.

• Lagrangian Support Vector Machine

  http://www.cs.wisc.edu/dmi/lsvm/
  University of Wisconsin at Madison. Software and technical report.

• Learning to Classify Text using Support Vector Machines

  http://textclassification.joachims.org/
  By Thorsten Joachims - describes an SVM approach to text classification.

• Support Vector Machine Mailing List

  http://www.jiscmail.ac.uk/lists/support-vector-machines.html
  An unmoderated discussion list about Support Vector Machines methodology.

• SVM Application List

  http://www.clopinet.com/isabelle/Projects/SVM/applist.html
  Overview of domains in which SVMs have been applied.

 

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