Browsing TR-Dizin İndeksli Yayınlar Koleksiyonu by Subject "Machine learning"
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Early diagnosis of diabetes mellitus by machine learning methods according to plasma glucose concentration, serum ınsulin resistance and diastolic blood pressure ındicators
(Effect Publishing Agency ( EPA ), 2022)Aim: It is a known fact that diabetes mellitus is increasing frequently and triggering many different diseases. Therefore, early diagnosis of the disease is important. This study was trying to predict the early diagnosis ... -
An investigation of ensemble learning methods in classification problems and an application on non-small-cell lung cancer data
(Effect Publishing Agency ( EPA ), 2022)This study aims to classify NSCLC death status and consists of patient records of 24 variables created by the open-source dataset of the cancer data site. Besides, basic classifiers such as SMO (Sequential Minimal ... -
Makine öğrenmesi yoluyla sendikal haklarla ilgili olarak anayasa mahkemesine yapılan bireysel başvuruların analizi
(Anayasa Hukuku Araştırmaları Derneği, 2021)Bu çalışma bir yapay zekâ tekniği olan makine öğrenmesi yoluyla Anayasa Mahkemesinin (AYM) sendikal haklarla ilgili bireysel başvuru kararlarının ihlalle sonuçlanıp sonuçlanmadığını öngörmeyi amaçlamaktadır. Konunun ... -
A method to classify steel plate faults based on ensemble learning
(2022)With the industrial revolution 4.0, machine learning methods are widely used in all aspects of manufacturing to perform quality prediction, fault diagnosis, or maintenance. In the steel industry, it is important to ...