Intrusion Detection with Comparative Analysis of Supervised Learning Techniques and Fisher Score Feature Selection Algorithm. - Dogukan Aksu; Serpil Üstebay; Muhammed Ali Aydin; Tülin Atmaca (ISCIS, 2018)

A Survey of IoT Architectural Reference Models. - Dogukan Aksu; M. Ali Aydin (SSD, 2019)

Applications of Deep Learning and Big Data Technologies. - Sükrü Okul; Dogukan Aksu; Muhammed Ali Aydin (SSD, 2019)

Lane Detection For Prototype Autonomous Vehicle. - Sertap Kamçi; Dogukan Aksu; Muhammed Ali Aydin (CoRR, 2019)

MGA-IDS: Optimal feature subset selection for anomaly detection framework on in-vehicle networks-CAN bus based on genetic algorithm and intrusion detection approach. - Dogukan Aksu; Muhammed Ali Aydin (Comput. Secur., 2022)

Object Detection and Tracking with Autonomous UAV. - A. Huzeyfe Demir; Berke Yavas; Mehmet Yazici; Dogukan Aksu; M. Ali Aydin (CoRR, 2022)

Otonom araçlar için makine öğrenmesi teknikleri kullanılarak saldırı tespit sistemi geliştirilmesi (Development of intrusion detection system by using machine learning techniques for autonomous vehicles) - Dogukan Aksu (2022)

Fusion Enhanced Click-Through-Rate Prediction. - Murat Bayraktar; Fatma Ceyda Gökce; Dogukan Aksu; Ismail Sengor Altingovde; Pinar Karagoz; Ismail Hakki Toroslu (SIU, 2023)

NeSHFS: Neighborhood Search with Heuristic-based Feature Selection for Click-Through Rate Prediction. - Dogukan Aksu; Ismail Hakki Toroslu; Hasan Davulcu (CoRR, 2024)

Neighborhood search with heuristic-based feature selection for click-through rate prediction. - Dogukan Aksu; Ismail Hakki Toroslu; Hasan Davulcu (Eng. Appl. Artif. Intell., 2025)