Browsing by Author "Canbolat, Zehra Nur"

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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 ...
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 ...