Now showing items 1-2 of 2

  • Regularizing soft decision trees 

    Yıldız, Olcay Taner; Alpaydın, Ethem (SPRINGER, 2013)
    Recently, we have proposed a new decision tree family called soft decision trees where a node chooses both its left and right children with different probabilities as given by a gating function, different from a hard ...
  • Unsupervised morphological analysis using tries 

    Ak, Koray; Yıldız, Olcay Taner (Springer London, 2011-09-28)
    This article presents an unsupervised morphological analysis algorithm to segment words into roots and affixes. The algorithm relies on word occurrences in a given dataset. Target languages are English, Finnish, and Turkish, ...