Yazar "0000-0002-1096-9865" için Yazılım Mühendisliği Bölümü Koleksiyonu listeleme
-
A BIBLIOMETRIC ANALYSIS OF THE RELATIONSHIP BETWEEN DIABETES AND ARTIFICIAL INTELLIGENCE
Demirkol, Denizhan; Koçoğlu, Fatma Önay; Aktaş, Şamil; Erol, Çiğdem (STANBUL UNIV, 2022)Objective: The applications of artificial intelligence in the field of medicine are progressing at a remarkable speed. Within the scope of this study, it is aimed to make a detailed examination of the studies published on ... -
AN INTELLIGENT POSTOPERATIVE CHRONIC PAIN PREDICTION SYSTEM (I-POCPP)
Kartal, Elif; Koçoğlu Önay, Fatma; Özen, Zeki; Emre, İlkim Ecem; Güngör, Gürcan; Sutaş Bozkurt, Pervin (ISTANBUL UNIV, 2022)Objective: Postoperative Chronic Pain (POCP) affects the quality of patients' lives. Machine learning and its applications provide significant contributions to pain research. The aim of this study is to predict the POCP ... -
Machine Learning Approach and Model Performance Evaluation for Tele-Marketing Success Classification
Önay Koçoğlu, Fatma; Esnaf, Şakir (IGI GLOBAL, 2022)Up to the present, various methods such as data mining, machine learning, and artificial intelligence have been used to get the best assessment from huge and important data resources. Deep learning, one of these methods, ... -
Multi-Criteria Decision-Making-Based Model Selection Proposal in Artificial Learning Process
Önay Koçoğlu, Fatma (WORLD SCIENTIFIC PUBL CO PTE LTD, 2022)In this study, selection of the best classification model in the artificial learning process is considered as a Multi-Criteria Decision-Making problem. In this direction, machine learning- based 10 classification models ...