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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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