Simple CART based real-time traffic classification engine on FPGAs. - Tuncay Soylu; Oguzhan Erdem; Aydin Carus; Edip S. Güner (ReConFig, 2017)

Design and Implementation of SOC Prediction for a Li-Ion Battery Pack in an Electric Car with an Embedded System. - Emel Soylu; Tuncay Soylu; Raif Bayir (Entropy, 2017)

Real-Time Traffic Classification using Simple CART Forest on FPGAs. - Tuncay Soylu; Oguzhan Erdem; Aydin Carus; Edip S. Güner (HPSR, 2018)

Makine öğrenmesi yöntemleri kullanılarak FPGA tabanlı gerçek zamanlı yeni bir trafik sınıflandırma mimarisi tasarımı (Designing a novel FPGA-based real-time traffic classification engine using machine learning techniques) - Tuncay Soylu (2018)

Bit vector-coded simple CART structure for low latency traffic classification on FPGAs. - Tuncay Soylu; Oguzhan Erdem; Aydin Carus (Comput. Networks, 2020)

Pipelined Decision Trees for Online Traffic Classification on FPGAs. - Oguzhan Erdem; Tuncay Soylu; Aydin Carus (Comput. J., 2024)

A performance comparison of YOLOv8 models for traffic sign detection in the Robotaxi-full scale autonomous vehicle competition. - Emel Soylu; Tuncay Soylu (Multim. Tools Appl., 2024)