Browsing Yazılım Mühendisliği Bölümü by Subject "Classification"

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A comprehensive survey on recent metaheuristics for feature selection

Dokeroglu, Tansel; Deniz, Ayça; Kiziloz, Hakan Ezgi (2022-07-14)

Feature selection has become an indispensable machine learning process for data preprocessing due to the ever-increasing sizes in actual data. There have been many solution methods proposed for feature selection since the ...
A new parallel multi-objective Harris hawk algorithm for predicting the mortality of COVID-19 patients

Dökeroğlu, Tansel (2023-06-14)

Harris' Hawk Optimization (HHO) is a novel metaheuristic inspired by the collective hunting behaviors of hawks. This technique employs the flight patterns of hawks to produce (near)-optimal solutions, enhanced with feature ...
Predicting the severity of COVID-19 patients using a multi-threaded evolutionary feature selection algorithm

Deniz, Ayça; Kızılöz, Hakan Ezgi; Sevinç, Ender; Dökeroğlu, Tansel (2022-06)

The COVID-19 pandemic has huge effects on the global community and an extreme burden on health systems. There are more than 185 million confirmed cases and 4 million deaths as of July 2021. Besides, the exponential rise ...

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