Browsing by Author "Canbolat, Zehra Nur"
Now showing items 1-6 of 6
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Data mining-based evaluating the customer satisfaction for the mobile applications: An analysis on Turkish banking sector by using IT2 fuzzy dematel
Dinçer, Hasan; Yüksel, Serhat; Canbolat, Zehra Nur; Pınarbaşı, Fatih (IGI Global, 2019)The aim of this study is to evaluate the customer satisfaction for mobile applications in the Turkish banking industry. For this purpose, the last 500 customer comments of 24 different Turkish deposit banks' mobile ... -
Diagnosis of Covid-19 via patient breath data using artificial intelligence
Doğuç, Özge; Silahtaroğlu, Gökhan; Canbolat, Zehra Nur; Hambarde, Kailash; Yiğitbaşı, Ahmet Alperen; Gökay, Hasan; Yılmaz, Mesut (Ital Publication, 2023)Using machine learning algorithms for the rapid diagnosis and detection of the COVID-19 pandemic and isolating the patients from crowded environments are very important to controlling the epidemic. This study aims to develop ... -
An early prediction and diagnosis of sepsis in intensive care units: An unsupervised machine learning model
Canbolat, Zehra Nur; Silahtaroğlu, Gökhan (Mugla University, 2020)Sepsis infection, which is one of the most important causes of death in intensive care units, is seen as a severe global health crisis. If an early diagnosis of sepsis infection cannot be made, and treatment is not started ... -
A machine learning approach to predict creatine kinase test results
Canbolat, Zehra Nur; Silahtaroğlu, Gökhan; Doğuç, Özge; Yılmaztürk, Nevin (Ital Publication, 2020)Most of the research done in the literature are based on statistical approaches and used for deriving reference limits based on lab results. As more data are available to the researchers, ML methods are more effectively ... -
Recent applications of data mining in medical diagnosis and prediction
Doğuç, Özge; Canbolat, Zehra Nur; Silahtaroğlu, Gökhan (Elsevier, 2022)Big data has been used in the health sector to improve the quality of life, predict epidemics, cure diseases, and avoid preventable deaths, beyond increasing profits or reducing the burden of excess labor. Data sources in ... -
A strategic approach to reduce energy imports of E7 countries: Use of renewable energy
Dinçer, Hasan; Yüksel, Serhat; Canbolat, Zehra Nur (IGI Global, 2021)Higher technological developments, product diversity, international trade, and population growth have greatly increased the energy demand of countries. It is very significant that this growing demand should be satisfied ...
