Ömür Şahin

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, İshak Paçal, Alper Baştürk et al. · Expert Systems with Applications · 2023 · 115 citations

Computing, Computer Science, Computer Systems +11

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, Derviş Karaboğa, İshak Paçal et al. · Applied Intelligence · 2022 · 105 citations

Medicine, Computer Science, Oncology +15

Comparisons of metaheuristic algorithms and fitness functions on software test data generation

Ömür Şahin, Bahriye Akay · Applied Soft Computing · 2016 · 83 citations

Computing, Computer Science, Algorithms +15

Archive-based multi-criteria Artificial Bee Colony algorithm for whole test suite generation

Ömür Şahin, Bahriye Akay, Derviş Karaboğa · Engineering Science and Technology an International Journal · 2021 · 23 citations · Full text

Computing, Computer Science, Algorithms +16

A Discrete Dynamic Artificial Bee Colony with Hyper-Scout for RESTful web service API test suite generation

Ömür Şahin, Bahriye Akay · Applied Soft Computing · 2021 · 21 citations

Computing, Cloud Computing, Distributed Systems +9