Support Vector Machines Artificial Intelligence

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

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

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