Browsing by Keywords "LMS"

Now showing items 1-3 of 3

    • Big data signal processing using boosted RLS algorithm 

      Civek, Burak Cevat; Kari, Dariush; Delibalta, İ.; Kozat, Süleyman Serdar (IEEE, 2016)
      We propose an efficient method for the high dimensional data regression. To this end, we use a least mean squares (LMS) filter followed by a recursive least squares (RLS) filter and combine them via boosting notion extensively ...

    • Robust regression and applications 

      Kıracı, Arzdar (Bilkent University, 1996)
      This study analyzes the effect of outliers in the regression analysis with the help of a written program in the programing language of GAUSS. The analysis relies on the subject of Robust Regression, which is explained ...

    • Video processing algorithms for wildfire surveillance 

      Günay, Osman (Bilkent University, 2015-05)
      We propose various image and video processing algorithms for wild re surveillance. The proposed methods include; classi er fusion, online learning, real-time feature extraction, image registration and optimization. We ...