Browsing by Keywords "Nearest neighbor classifiers"

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    • A classification learning algorithm robust to irrelevant features 

      Güvenir, H. Altay (Springer, 1998-09)
      Presence of irrelevant features is a fact of life in many realworld applications of classification learning. Although nearest-neighbor classification algorithms have emerged as a promising approach to machine learning tasks ...

    • Supervised machine learning algorithm for arrhythmia analysis 

      Güvenir, H. Altay; Acar, Burak; Demiröz, Gülşen; Çekin, A. (IEEE, 1997)
      A new machine learning algorithm for the diagnosis of cardiac arrhythmia from standard 12 lead ECG recordings is presented. The algorithm is called VFI5 for Voting Feature Intervals. VFI5 is a supervised and inductive ...