Theses

Theses can be accessed from the National Thesis Center.

Data Science and Artificial Intelligence - Master of Science

Year	Author	Thesis	Advisor(s)
2026	Şükrü Onur Yiğit	Multilingual IT Support Tickets Classification via Applying Deep Learning- Based Topic Modeling Techniques	Şaziye Betül Özateş
2026	Elif Bayındır	Trend and Anomaly Detection in Repeated Cognitive Assessments for Early Dementia Prevention	Ercan Atam & Şefik Şuayb Arslan
2026	Ömer Faruk Deniz	Open Vocabulary 3D Object Detection With Promptable Segmentation	Mustafa Taha Koçyiğit
2026	Ece Elif Adak	Exploring the Relationship Between X/Twitter Activity and Stock Market Performance of BIST100 Index in Turkey	Şaziye Betül Özateş
2026	Bahri Atakan Yıldız	Machine Learning Approaches to Headache Classification: A Turkish Cohort Study	Ercan Atam
2026	Semih Ay	Symbolic Generation of Turkish Makam Music via Pretrained Transformer Models	Hüseyin Oktay Altun
2026	Brusk Serhat Solgun	A Multi-Agent Deep Reinforcement Learning Approach to Optimal Distribution of Passive Energy Dissipation Devices for Seismically Excited Buildings	Ercan Atam
2026	Gizem Özçelik	AI-Based Prediction of Algae Blooms	Ercan Atam
2026	Tugay Balatlı	Learning from Rare Clicks: A Comparative Study of Imbalance Handling Techniques for Deep CTR Prediction	Ercan Atam & Şaziye Betül Özateş
2026	Enes Köser	Deep Learning-Based Public Transport Demand Forecasting	Şaziye Betül Özateş
2025	Ahmet Bilal Arıkan	AI-Based Cost Estimation for Automotive Suspension and Steering Parts	Şener Özönder
2025	Zeynep Karaman	An AI-Based Approach to Academic Quality Quantification	Ercan Atam & Şaziye Betül Özateş