VGL OzU Machine Learning in Finance and Bioinformatics Lab

People

Faculty

Professor

Associate Prof. Emre Sefer

Director of Ozu Machine Learning in Finance and Bioinformatics Lab

Personal Site Github Resume

Ph.D. Students

Lab Member

Necla Nisa Soylu

Areas of Interest: Bioinformatics, Deep Learning

Personal Site
Lab Member

Yasin Uygun

Areas of Interest: Graphs, Graph Neural Networks, Time-series-based Prediction

PhD Student

Gorkem Yencak

Areas of Interest: Deep Time-series Models, Financial Optimization

Personal Site

M.Sc. Students

Lab Member

Betul Seyhan

Areas of Interest: Bioinformatics, Deep Learning

Personal Site
Lab Member

Ahmet Cagatay Savasli

Areas of Interest: Deep Learning, NLP Applications in Finance

Personal Site
Lab Member

Yigit Demirsan

Areas of Interest: Cryptocurrencies, Deep Learning, Time-series Models

Personal Site
Lab Member

Baris Arat

Areas of Interest: Machine Learning in Finance, High Frequency Trading

Personal Site
Lab Member

Berkay Celik

Areas of Interest: NFTs

Personal Site
Lab Member

Muratcan Kilicci

Areas of Interest: Multi-modal Cryptocurrency Price Prediction

Personal Site

Undergraduate Students

Lab Member

Selinay Cetin

Areas of Interest: Bioinformatics, Deep Learning

Personal Site

Alumni

M.Sc.

Lab Member

Necla Nisa Soylu

Areas of Interest: Bioinformatics, Deep Learning

Personal Site
Lab Member

Tuna Alaygut

Areas of Interest: Deep Reinforcement Learning, Asset Price Prediction

Personal Site
Lab Member

Mustafa Pala

Areas of Interest: Cryptoassets, Machine Learning, Asset Price Prediction

Personal Site
Lab Member

Yasin Uygun

Areas of Interest: Graphs, Graph Neural Networks, Time-series-based Prediction

Lab Member

Batur Gezici

Areas of Interest: Deep Learning, Transformers, Asset Price Prediction

Personal Site
Lab Member

Batuhan Eralp

Thesis: Joint analysis of SQTL and HI-C reveals spatial proximity between SQTL and target genes across multiple tissues

2023

Personal Site
Former Lab Member

Zehra Erva Ergun

2022

Thesis: Finsentiment: Predicting financial sentiment and risk through transfer learning

Personal Site
Former Lab Member

Ugur Dolu

2022

Thesis: A Novel Sampling Technique And Gradient Boosting Tree-based Approach for Cross-Channel Fraud Detection

Personal Site