Доступная литература по алгоритмам опорных векторов

  1. Cristopher J.C.Burges. A Tutorial on Support Vector Machines for Pattern Recognition.
    Kluwer Academic Publishers. Boston. 1998.
    [Abstract][Full text  - .ps]
  2. Alex. J.Smola. Learning with Kernels.
    PhD Thesis. GMD-First. Berlin. 1998.
    [Abstract][Full text - .ps]
  3. Bernhard E. Boser, Isabelle M. Guyon, Vladimir N. Vapnik. A training algorithm for optimal margin classifiers. Fifth Annual Workshop on Computational Learning Theory. ACM Press, Pittsburgh, 1992
    [Abstract][Full text -.ps]
  4. Edgar Osuna, Robert Freud, Federico Girosi. Training Support Vector Machines: an Application to Face Detection.  Proc. of CVPR'97, 1997.
    [Abstract][Full text -.ps]

Revised: Декабрь 30, 1999.