Seyit Ertugrul

According to our database, Seyit Ertugrul authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A Comparative Study of Machine Learning Models for Micro-Segment Credit Risk Prediction.

Kerem Kaya, Emir Çetin Memis, Seyit Ertugrul, Hakan Karamanli, Yassine Drias, Semen Son-Turan, Nazli Toraganli-Karamollaoglu, Tuna Çakar

Proceedings of the 2026 14th International Symposium on Digital Forensics and Security (ISDFS), 2026

Bounced Check Risk Prediction via Multi-Objective Hyperparameter Optimization: Balancing Macro F1 and Business Uplift.

Kerem Kaya, Emir Çetin Memis, Seyit Ertugrul, Hakan Karamanli, Erkal Biyiklioglu, Yassine Drias, Semen Son-Turan, Nazli Toraganli-Karamollaoglu, Tuna Çakar

Proceedings of the 2026 14th International Symposium on Digital Forensics and Security (ISDFS), 2026

2025

Semantic Chunking and Chain-Of-Thought Reasoning for Rag-Based Document Processing.

Yigit Ates, Alperen Sayar, Ibrahim Umut Bozlar, Seyit Ertugrul, Suayb S. Arslan

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2024

Distinguishing Cognitive Processes: A Machine Learning Approach to Decode fNIRS Data for Third- Party Punishment and Credit Decision-Making.

Gözde Filiz, Semen Son, Alperen Sayar, Seyit Ertugrul, Türkay Sahin, Güçlü Akyürek, Ozan Erözden, Yener Girisken, Tuna Çakar

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

Prediction of Loan Decisions with Optical Neuroimaging (fNIRS) and Machine Learning.

Tuna Çakar, Semen Son, Alperen Sayar, Yener Girisken, Seyit Ertugrul

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Transaction Volume Estimation in Financial Markets with LSTM.

Tunahan Bozkan, Alperen Sayar, Seyit Ertugrul, Tuna Çakar, Ahmet Akçay

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

Customer Segmentation and Churn Prediction via Customer Metrics.

Tunahan Bozkan, Tuna Çakar, Alperen Sayar, Seyit Ertugrul

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022