Research
My research focuses on fuzzy regression models, decision trees, and data mining methods. I am particularly interested in handling uncertainty in real-world data and developing interpretable machine learning models.
International Experience
Postdoctoral Researcher
Trinity College Dublin, School of Computer Science and Statistics, Ireland
2024 – 2025
Supervisor: Prof. Dr. Caroline Brophy
PhD Researcher (Visiting)
Ludwig Maximilian University of Munich, Germany
2013 – 2014
Supervisor: Dr. Marco Cattaneo
Education
PhD in Statistics
Hacettepe University, Department of Statistics
2010 – 2015
Thesis: Monte Carlo Method in Fuzzy Regression Analysis and Expert Systems
PhD Supervisor: Prof. Dr. Süleyman Günay
MSc in Statistics
Hacettepe University, Department of Statistics
2007 – 2010
Thesis: Fuzzy Linear Regression Analysis
Supervisor: Prof. Dr. Süleyman Günay
BSc in Statistics
Hacettepe University, Department of Statistics
2003 – 2007
Supervised Theses
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PhD Thesis, RMIT University, Australia (2025, Co-supervisor)
Fuzzy Logistic Regression with Triangular and Gaussian Fuzzy Numbers [Link] -
MSc Thesis, Hacettepe University (2024)
Panel data clustering analysis of international migration in Türkiye -
MSc Thesis, Hacettepe University (2023)
Copula functions and applications to cryptocurrency data