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Browsing WOS İndeksli Yayınlar Koleksiyonu / WOS Indexed Publications Collection by Author "Zaimoglu, Esin Ayse"

Browsing WOS İndeksli Yayınlar Koleksiyonu / WOS Indexed Publications Collection by Author "Zaimoglu, Esin Ayse"

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  • A binary chaotic horse herd optimization algorithm for feature selection 
    Zaimoglu, Esin Ayse; Yurtay, Nilufer; Demirci, Huseyin; Yurtay, Yuksel (ELSEVIER - DIVISION REED ELSEVIER INDIA PVT LTD, 2023)
    One of the most challenging and common problems in machine learning is the Feature Selection (FS) process, which reduces the dataset size by finding optimal subsets of features. The Horse Herd Optimization Algorithm (HOA) ...
  • Binary-Coded Tug of War Optimization Algorithm for Attribute Reduction Based on Rough Set 
    Zaimoglu, Esin Ayse; Celebi, Numan; Yurtay, Nilufer (OLD CITY PUBLISHING INC, 2020)
    Attribute reduction is a critical issue to find a minimal subset of features from the initial dataset by eliminating redundant and unnecessary features. The Rough set has a powerful technique for identifying the superfluous ...