Kernel Methods

Academic Journals

  1. O. Arif, P.A. Vela. Kernel Map Compression for Speeding the Execution of Kernel-Based Methods. IEEE Transactions on Neural Networks, 22(6):870-879, 2011. (more) doi pdf

International Conferences

  1. O. Arif, P.A. Vela, W. Daley. Pre-Image Problem in Manifold Learning and Dimensional Reduction Methods. In International Conference on Machine Learning Applications, Pages 921-924, 2010. (more) doi pdf
  2. O. Arif, P.A. Vela. Kernel Map Compression Using Generalized Radial Basis Functions. In IEEE International Conference on Computer Vision, 2009. (more) doi pdf


  1. O. Arif. Robust Target Localization and Segmentation Using Statistical Methods. PhD Thesis Georgia Institute of Technology, 2010. (more) pdf

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