SatNet: Uydu görüntülerinden nesne tespiti için yeni bir derin öğrenme modeli (SatNet: A novel deep learning model for object detection from satellite images) - Ferdi Dogan (2021)

Temporal-Spatial Feature Extraction in IoT-Based SCADA System Security: Hybrid CNN-LSTM and Attention-Based Architectures for Malware Classification and Attack Detection. - Onur Polat; Ali Ayid Ahmad; Saadin Oyucu; Enes Algül; Ferdi Dogan; Ahmet Aksöz (IEEE Access, 2025)

Deep learning models for damage type detection in wind turbines. - Ferdi Dogan; Saadin Oyucu; Emre Biçer; Ahmet Aksöz (PeerJ Comput. Sci., 2025)