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Computers > Artificial Intelligence > Support Vector Machines

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      A statistically-based learning theory used in pattern recognition, regression estimation, and linear operation inversion.
      Computers > Artificial Intelligence > Support Vector Machines

      Links:

      Learning to Classify Text using Support Vector Machines

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

      Support Vector Machine Mailing List

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

      Kernel Machines

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

      AT&T Speech and Image Processing Services Lab

      SVM overview, and software.
      http://svm.dcs.rhbnc.ac.uk/

      Lagrangian Support Vector Machine

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

      Image, Speech and Intelligent Systems Research Group

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

      SVM Application List

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

      artificial intelligence using SVM

      Helpful to beginners trying to grasp the concepts of SVMs.
      http://www.cs.colorado.edu/~grudic/teaching/CSCI4202_2004/
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