Computer Vision & Applied AI
Applied machine learning with industrial and public partners: identification-based cattle tracking with feature-matching models (SIU 2025), soft sensors for load estimation in washing machines (SIU 2023) and a systematic review of AI in washing machines (Neural Computing and Applications, 2026), big-data anomaly detection in blockchain (SIU 2023), and medical imaging applications.
Publications
F. Canan Pembe Muhtaroğlu, İsmail Bilgen, Murat Delibalta, Erman Kiremit, Mehmet Haklıdır (2026). Artificial Intelligence in Washing Machines: A Systematic Review. Neural Computing and Applications, 38(8), 275.
Mustafa Furkan Zenginoğlu, Zeynep Beyda Olgun, Hasan Fatih Durkaya, Mehmet Haklıdır, Tuna Çakar (2026). Explainable Bad Check Risk Using Hybrid Machine Learning and Large Language Models in Natural Language. SIU 2026, 1-4.
Zeynep Beyda Olgun, Ömer Arslan, Atalay Çelik, Mehmet Haklıdır, İpek Baz (2025). Identification-Based Cattle Tracking Using Feature Matching Models. SIU 2025, 1-4.
Merve Kaya Zeybel, Havvanur Dervişoğlu, Elif Özcan, Nida Kumbasar, Ruşen Halepmollası, İpek Baz, Mehmet Haklıdır (2024). Benchmarking Machine Learning and Deep Learning Models for Deepfake Detection in Lung CT Scans. SYZ 2024.
Süleyman Yolcu, Elif Özcan, Havvanur Dervişoğlu, Ruşen Halepmollası, Mehmet Haklıdır (2024). Experimental Analysis of Synthetic Data Generation Techniques for Privacy-Preserving AI in Medical Imaging. SYZ 2024.
Berke Şengün, Yalın İşcan, Gözde A. Tataroğlu Özbulak, Nida Kumbasar, Emre Eğriboz, İsmail Cem Sormaz, Nihat Aksakal, Sencer Melih Deniz, Mehmet Haklıdır, Fatih Tunca, Yasemin Giles Şenyürek (2023). Artificial Intelligence in Minimally Invasive Adrenalectomy: Using Deep Learning to Identify the Left Adrenal Vein. Surgical Laparoscopy, Endoscopy & Percutaneous Techniques, 33(4), 327-331.
DOI
Mahmut Lütfullah Özbilen, Elif Özcan, Mustafa Berk Keleş, Merve Zeybel, Havvanur Dervişoğlu, Aslınur Doğan, Mehmet Haklıdır (2023). Big Data Analytics for Anomaly Detection in Blockchain. SIU 2023, 1-4.
Murat Delibalta, İsmail Bilgen, F. Canan Pembe, Erman Kiremit, Hilal İrkil, Mehmet Haklıdır (2023). Load Weight Estimation in Washing Machine Using Soft Sensors with Machine Learning Techniques. SIU 2023, 1-4.
Ruşen Halepmollası, Merve Zeybel, Elif Eyvaz, Rabia Arkan, Ahsen Genç, İsmail Bilgen, Mehmet Haklıdır (2021). Towards Federated Learning in Identification of Medical Images: A Case Study. Artificial Intelligence Theory and Applications, 1(2).