Intelligent Systems

Akıllı Sistemler Laboratuvarı çalışma grubuna hoşgeldiniz.

Recent Publications

BrainPixGAN: Generating intraoperative MRI images with mask-based generative networks

EKER A. G., KURT PEHLİVANOĞLU M., Duru N., Dündar T. T.
Engineering Science and Technology, an International Journal, vol.58, 2024 (SCI-Expanded)

Comparative analysis of paraphrasing performance of ChatGPT, GPT-3, and T5 language models using a new ChatGPT generated dataset: ParaGPT

KURT PEHLİVANOĞLU M., Gobosho R. T., Syakura M. A., Shanmuganathan V., de-la-Fuente-Valentin L.
EXPERT SYSTEMS, 2024 (SCI-Expanded)

Intelligent Biometric Authentication-Based Intrusion Detection in Medical Cyber Physical System Using Deep Learning

Dash P. B., Priyadarshani P. P., KURT PEHLİVANOĞLU M.
in: Machine Learning for Cyber Physical System: Advances and Challenges, Favorskaya Margarita, Nayak Janmenjoy, Shanmuganathan Vimal, Editor, Springer Nature Switzerland, pp.345-375, 2024

Optimizing implementations of linear layers using two and higher input XOR gates

Kurt Pehlivanoğlu M., Demir M. A.
PEERJ COMPUTER SCIENCE, vol.10, no.e1820, pp.1-22, 2024 (SCI-Expanded)

AĞ TRAFİĞİNİN MAKİNE ÖĞRENMESİ YÖNTEMLERİ İLE SINIFLANDIRILMASI

GENÇTÜRK T. H., Vatansever Y., İLHAN OMURCA S., KAYA GÜLAĞIZ F.
International Informatics Congress (IIC2022), Batman, Turkey, 17 February 2022, pp.531-540

Generating Image Captions Using Deep Neural Networks

Ertuğrul M. A. C., İlhan Omurca S.
IEEE - UBMK-2023 VIII. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı, Burdur, Turkey, 13 - 15 September 2023, pp.1-5

Intrusion Detection based on Machine Learning in IoT Dataset

Kurt Pehlivanoğlu M., Kuyucu A., Kaya R., Aydın R.
Avrupa Bilim ve Teknoloji Dergisi, vol.52, pp.19-26, 2023 (Peer-Reviewed Journal)

Enhancing Paraphrasing in Chatbots Through Prompt Engineering: A Comparative Study on ChatGPT, Bing, and Bard

Kurt Pehlivanoğlu M., Syakura M. A., Duru N.
2023 8th International Conference on Computer Science and Engineering (UBMK), Burdur, Turkey, 13 - 15 September 2023, pp.432-437

Brain Tumor Classification Using Deep Learning Algorithms

Kurt Pehlivanoğlu M., Eker A. G., İnce İ., Karhan D., Duru N.
2023 8th International Conference on Computer Science and Engineering (UBMK), Burdur, Turkey, 13 - 15 September 2023, pp.387-392

A Comparison of Grammatical Error Correction Models in English Writing

Eker K., Kurt Pehlivanoğlu M., Eker A. G., Syakura M. A., Duru N.
2023 8th International Conference on Computer Science and Engineering (UBMK), Burdur, Turkey, 13 - 15 September 2023, pp.218-223