Publications
Below is a selection of my publications. A complete list is available on my Web of Science and Google Scholar profiles.
2025
- G. Charizanos, H. Demirhan, D. İçen (2025). Binary classification with Fuzzy-Bayesian logistic regression using Gaussian fuzzy numbers. Intelligent Systems with Applications.
- Ağırbaşlı Uğraş M., Kılıç Y., Güleç M. S., İçen D. (2025). To Investigate the Accuracy of Tube Selection According to Ultrasonographic Airway Measurements in Patients Undergoing OLV. Journal of Cardio-Vascular-Thoracic Anaesthesia and Intensive Care Society.
2024
- G. Charizanos, H. Demirhan, D. İçen (2024). An online fuzzy fraud detection framework for credit card transactions. Expert Systems with Applications.
- G. Charizanos, H. Demirhan, D. İçen (2024). Binary classification with fuzzy logistic regression under class imbalance. BMC Medical Research Methodology.
- G. Charizanos, H. Demirhan, D. İçen (2024). A Monte Carlo fuzzy logistic regression framework. Information Sciences.
2023
- D. İçen, A.A. Özgören, A. Boz Semerci (2023). Sentiment analysis and correspondence analysis on social media data in Türkiye. Nicel Bilimler Dergisi.
- Ş. Demirci, D. İçen (2023). Evaluation of suicides in OECD countries using decision trees and Bayesian networks. Istanbul Gelisim University Journal of Social Sciences.
2022
- Boz Semerci A., Abbasoğlu Özgören A.,D. İçen (2022). Thoughts on women entrepreneurship: an application of market basket analysis with Google Trends data. Soft Computing.