Tarık Talan

A New Approach in Diabetes Diagnosis: Performance Comparison using Machine Learning Algorithms

According to the International Diabetes Federation (IDF), approximately 589 million adults are expected to be living with diabetes in 2025. This number continues to rise due to unhealthy eating habits and poor quality of life. Early and accurate diagnosis is crucial to prevent or...

Predicting and Explaining Economic Losses from Natural Disasters: A Post-Hoc Machine Learning and Explainable AI Approach

This study develops a post hoc machine-learning and explainable artificial intelligence framework for predicting and interpreting the economic losses associated with natural disasters using 5051 records from the EM-DAT database covering 1975–2025. To address dependence among coun...