| A comparative analysis of deep learning-based approaches for classifying dental implants decision support system MAH Lubbad, IL Kurtulus, D Karaboga, K Kilic, A Basturk, B Akay, ... Journal of Imaging Informatics in Medicine, 1-22, 2024 | 2 | 2024 |
| Geliştirilmiş EfficientNet-B0 mimarisi ile Helikobakter Pilorinin Teşhisi. D ALICI KARACA, B AKAY, D KARABOĞA, A BAŞTÜRK, ... Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji 12 (2), 2024 | | 2024 |
| Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review M Lubbad, D Karaboga, A Basturk, B Akay, U Nalbantoglu, I Paçal Neural Computing and Applications 36 (12), 6355-6379, 2024 | 7 | 2024 |
| A robust deep learning model for the classification of dental implant brands IL Kurtulus, M Lubbad, OMD Yilmaz, K Kilic, D Karaboga, A Basturk, ... Journal of Stomatology, Oral and Maxillofacial Surgery, 101818, 2024 | 4 | 2024 |
| Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate MA KARAGÖZ, ÖU NALBANTOĞLU, D KARABOĞA, B AKAY, ... Turkish Journal of Electrical Engineering and Computer Sciences 32 (3), 382-402, 2024 | | 2024 |
| Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC) A Karaman, I Pacal, A Basturk, B Akay, U Nalbantoglu, S Coskun, O Sahin, ... Expert systems with applications 221, 119741, 2023 | 41 | 2023 |
| An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological … MA Karagoz, B Akay, A Basturk, D Karaboga, OU Nalbantoglu Neural Computing and Applications 35 (14), 10605-10619, 2023 | 7 | 2023 |
| A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms D COŞKUN, D KARABOĞA, A BAŞTÜRK, B Akay, ÖU NALBANTOĞLU, ... Turkish Journal of Electrical Engineering and Computer Sciences 31 (7), 1294 …, 2023 | 5 | 2023 |
| Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp … A Karaman, D Karaboga, I Pacal, B Akay, A Basturk, U Nalbantoglu, ... Applied Intelligence, 1-18, 2023 | 43 | 2023 |
| A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems E Kaya, B Gorkemli, B Akay, D Karaboga Engineering Applications of Artificial Intelligence 115, 105311, 2022 | 74 | 2022 |
| Deep Learning Based Steatosis Quantification of Liver Histopathology Images Using Unsupervised Feature Extraction MA Karagoz, D Karaboga, B Akay, A Basturk, OU Nalbantoglu 2022 2nd International Conference on Computing and Machine Intelligence …, 2022 | 2 | 2022 |
| Detection of Diabetic Macular Edema Disease with Segmentation of OCT Images S Yeşilyurt, A Göktaş, A Baştürk, B Akay, D Karaboğa, ÖU Nalbantoglu The International Conference on Artificial Intelligence and Applied …, 2022 | 1 | 2022 |
| A new lightweight convolutional neural network for radiation-induced liver disease classification D Alici-Karaca, B Akay, A Yay, P Suna, OU Nalbantoglu, D Karaboga, ... Biomedical Signal Processing and Control 73, 103463, 2022 | 12 | 2022 |
| An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets I Pacal, A Karaman, D Karaboga, B Akay, A Basturk, U Nalbantoglu, ... Computers in biology and medicine 141, 105031, 2022 | 101 | 2022 |
| A comprehensive survey on optimizing deep learning models by metaheuristics B Akay, D Karaboga, R Akay Artificial Intelligence Review 55, 829–894, 2022 | 79 | 2022 |
| A survey on the Metaheuristics for Cryptanalysis of Substitution and Transposition Ciphers. AKS Sabonchi, B Akay Computer Systems Science & Engineering 39 (1), 2021 | 7 | 2021 |
| A survey on the artificial bee colony algorithm variants for binary, integer and mixed integer programming problems B Akay, D Karaboga, B Gorkemli, E Kaya Applied Soft Computing 106, 107351, 2021 | 87 | 2021 |
| A discrete dynamic artificial bee colony with hyper-scout for RESTful web service API test suite generation O Sahin, B Akay Applied Soft Computing 104, 107246, 2021 | 20 | 2021 |
| Archive-based multi-criteria Artificial Bee Colony algorithm for whole test suite generation O Sahin, B Akay, D Karaboga Engineering Science and Technology, an International Journal 24 (3), 806-817, 2021 | 20 | 2021 |
| Artificial Bee Colony Algorithm and Its Application to Content Filtering in Digital Communication BK Dedeturk, B Akay, D Karaboga Nature-Inspired Metaheuristic Algorithms for Engineering Optimization …, 2021 | 4 | 2021 |
