OzU Machine Learning in Finance and Bioinformatics Lab 
People
Faculty
Associate Prof. Emre Sefer
Director of Ozu Machine Learning in Finance and Bioinformatics Lab
Personal Site Github Resume
Ph.D. Students
Yasin Uygun
Areas of Interest: Graphs, Graph Neural Networks, Time-series-based Prediction
Personal Site
Emre Gol
Areas of Interest: Deep Learning in Bioinformatics, Biological Language Models
Personal Site
M.Sc. Students
Turgay Bulut
Areas of Interest: Bioinformastics, Biological Large Language Models, Graph Neural Networks
Personal Site
Tamerlan Hajiyev
Areas of Interest: Neural Operators, Physics Informed Neural Networks
Personal Site
Welaa Sekheta
Areas of Interest: Deep Learning for Asset Price Prediction
Ismail Ercedogan
Areas of Interest: Machine Learning in Finance, Deep Time Series Models
Personal Site
Undergraduate Students
Alumni
M.Sc.
Tuna Alaygut
Areas of Interest: Deep Reinforcement Learning, Asset Price Prediction
2023
Personal Site
Mustafa Pala
Areas of Interest: Cryptoassets, Machine Learning, Asset Price Prediction
2024
Personal Site
Yasin Uygun
Areas of Interest: Graphs, Graph Neural Networks, Time-series-based Prediction
2023
Batur Gezici
Areas of Interest: Deep Learning, Transformers, Asset Price Prediction
2023
Personal Site
Batuhan Eralp
Thesis: Joint analysis of SQTL and HI-C reveals spatial proximity between SQTL and target genes across multiple tissues
2023
Personal Site
Zehra Erva Ergun
2022
Thesis: Finsentiment: Predicting financial sentiment and risk through transfer learning
Personal Site
Ugur Dolu
2022
Thesis: A Novel Sampling Technique And Gradient Boosting Tree-based Approach for Cross-Channel Fraud Detection
Personal Site