Feature enrichment via similar trajectories for XGBoost based time series forecasting. - Elif Yilmaz; Ümit Islak; Tuna Çakar; Ilker Arslan (SIU, 2024)

Machine learning adjusted sequential CUSUM-analyses are superior to cross-sectional analysis of excess mortality after surgery. - Florian Bösch; Stina Schild-Suhren; Elif Yilmaz; Michael Ghadimi; Athanasios Karampalis; Nikolaus Börner; Markus Bo Schoenberg (Int. J. Medical Informatics, 2025)

Two-Player Zero-Sum Games with Bandit Feedback. - Elif Yilmaz; Christos Dimitrakakis (CoRR, 2025)