Ogrenme-Ogretme Temelli ve Armoni Arama Algoritmalari ile Test Verisi Uretimi. - Bahriye Akay; Omur Sahin (UYMS, 2016)

Comparisons of metaheuristic algorithms and fitness functions on software test data generation. - Omur Sahin; Bahriye Akay (Appl. Soft Comput., 2016)

Nesne yönelimli yazılımlar ve RESTful web servisler için yapay arı kolonisi temelli yazılım test yöntemleri geliştirilmesi (Artificial bee colony-based software test suite generation for object-oriented software and RESTful web services) - Omur Sahin (2020)

A Discrete Dynamic Artificial Bee Colony with Hyper-Scout for RESTful web service API test suite generation. - Omur Sahin; Bahriye Akay (Appl. Soft Comput., 2021)

Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection. - Ahmet Karaman; Dervis Karaboga; Ishak Paçal; Bahriye Akay; Alper Bastürk; Özkan Ufuk Nalbantoglu; Seymanur Coskun; Omur Sahin (Appl. Intell., 2023)

Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC). - Ahmet Karaman; Ishak Paçal; Alper Bastürk; Bahriye Akay; Özkan Ufuk Nalbantoglu; Seymanur Coskun; Omur Sahin; Dervis Karaboga (Expert Syst. Appl., 2023)

Generation of black-box adversarial attacks using many independent objective-based algorithm for testing the robustness of deep neural networks. - Omur Sahin (Appl. Soft Comput., 2024)

Open-source multi-objective optimization software for menu planning. - Omur Sahin; Gizem Aytekin-Sahin (Expert Syst. Appl., 2024)

Causes and Effects of Fitness Landscapes in System Test Generation: A Replication Study. - Omur Sahin; Man Zhang 001; Andrea Arcuri (CoRR, 2025)