Yazar "Düzyel, Okan" için listeleme
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A Comparative Study of Metaheuristic Feature Selection Algorithms for Respiratory Disease Classification
Gürkan Kuntalp, Damla; Özcan, Nermin; Düzyel, Okan; Kababulut, Fevzi Yasin; Kuntalp, Mehmet (Multidisciplinary Digital Publishing Institute (MDPI), 2024)The correct diagnosis and early treatment of respiratory diseases can significantly improve the health status of patients, reduce healthcare expenses, and enhance quality of life. Therefore, there has been extensive interest ... -
A New Shapley-Based Feature Selection Method in a Clinical Decision Support System for the Identification of Lung Diseases
Kababulut, Fevzi Yasin; Gürkan Kuntalp, Damla; Düzyel, Okan; Özcan, Nermin; Kuntalp, Mehmet (MDPI, 2023)The aim of this study is to propose a new feature selection method based on the class-based contribution of Shapley values. For this purpose, a clinical decision support system was developed to assist doctors in their ...
