Forecasting Hotel Room Sales within Online Travel Agencies by Combining Multiple Feature Sets. - Gizem Aras; Gülsah Ayhan; Mehmet Ali Sarikaya; A. Aylin Tokuç; Cemal Okan Sakar (ICPRAM, 2019)

Click prediction boosting via Bayesian hyperparameter optimization-based ensemble learning pipelines. - Çagatay Demirel; A. Aylin Tokuç; Ahmet Tezcan Tekin (Intell. Syst. Appl., 2023)

Predicting User Purchases From Clickstream Data: A Comparative Analysis of Clickstream Data Representations and Machine Learning Models. - A. Aylin Tokuç; Tamer Dag (IEEE Access, 2025)