Theses

Theses can be accessed from the National Thesis Center.

Master of Science in Data Science and Artificial Intelligence
Author Thesis Year Advisor(s)
Bahri Atakan Yıldız Machine Learning Approaches to Automated Headache Classification: Detection in A Turkish Cohort Study 2026 Ercan Atam
Semih Ay Symbolic Generation of Turkish Makam Music via Pretrained Transformer Models 2026 Hüseyin Oktay Altun
Brusk Serhat Solgun A Multi-Agent Deep Reinforcement Learning Approach to Optimal Distribution of Passive Energy Dissipation Devices for Seismically Excited Buildings 2026 Ercan Atam
Gizem Özçelik AI-Based Prediction of Algae Blooms 2026 Ercan Atam
Tugay Balatlı Learning from Rare Clicks: A Comparative Study of Imbalance Handling Techniques for Deep CTR Prediction 2026 Ercan Atam & Şaziye Betül Özateş
Enes Köser Deep Learning-Based Public Transport Demand Forecasting 2026 Şaziye Betül Özateş
Ahmet Bilal Arıkan AI-Based Cost Estimation for Automotive Suspension and Steering Parts 2025 Şener Özönder
Zeynep Karaman An AI-Based Approach to Academic Quality Quantification 2025 Ercan Atam & Şaziye Betül Özateş