Theses & Graduates

Theses can be accessed from the National Thesis Center.

Master of Science Degrees in Data Science and Artificial Intelligence

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