Solving a quadratic programming problem involved in training support vector machines by sweeping through a set of training examples, solving small sub-problems of the quadratic programming problem. Each of these sub-problems has an analytic solution, which is faster that the numerical quadratic programming...http://www.google.de/patents/US6327581?utm_source=gb-gplus-sharePatent US6327581 - Methods and apparatus for building a support vector machine classifier
Methods and apparatus for building a support vector machine classifier