Now showing items 1-2 of 2

    • Conceptfusion: A flexible scene classification framework 

      Saraç, Mustafa İlker; işcen, Ahmet; Gölge, Eren; Duygulu, Pınar (Springer, 2015-03-04)
      We introduce ConceptFusion, a method that aims high accuracy in categorizing large number of scenes, while keeping the model relatively simpler and efficient for scalability. The proposed method combines the advantages of ...
    • Squeezing the ensemble pruning: Faster and more accurate categorization for news portals 

      Toraman, Cağrı; Can, Fazlı (Springer, 2012)
      Recent studies show that ensemble pruning works as effective as traditional ensemble of classifiers (EoC). In this study, we analyze how ensemble pruning can improve text categorization efficiency in time-critical real-life ...