H. Metin Ertunç

X-Fab (Germany) — Germany

Engineering · Physical Sciences

28h-index3.2kcitations159works5.62yr avg
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Research Topics

Advanced machining processes and optimization(21), Machine Fault Diagnosis Techniques(13), Industrial Vision Systems and Defect Detection(13), Refrigeration and Air Conditioning Technologies(11), Fuzzy Logic and Control Systems(10)

Publications159 total

MR – CT Conversation using Cycle Generative Adversarial Networks
2025
Towards Robust Monkeypox Diagnosis: Merging Datasets and Evaluating Explainable Deep Learning Models
International Journal of Pattern Recognition and Artificial Intelligence·2025· 1 cited
Detection of Parathyroid Adenoma in Primary Hyperparathyroidism using Deep Learning Models
2025
Automated explainable deep learning framework for multiclass skin cancer detection and classification using hybrid YOLOv8 and vision transformer (ViT)
Biomedical Signal Processing and Control·2025· 10 cited
Enhancing IoT Security Through the Integration of Explainable AI and Ensemble Xgboost for Improved Intrusion Detection
2025· 1 cited
Integration of Robust Control and Multi‐Objective Metaheuristic Optimization for Improved Stability and Tracking Performance of WIP Systems
Optimal Control Applications and Methods·2025· 2 cited
Attention-based deep learning for tire defect detection: Fusing local and global features in an industrial case study
Expert Systems with Applications·2025· 14 cited
Vertical Force Monitoring of Racing Tires: A Novel Deep Neural Network-Based Estimation Method
Applied Sciences·2024· 3 citedOpen Access
A Remaining Useful Life Approach using an Ensemble Regressor enhanced with Hilbert Transform and CNN-LSTM Model
Kocaeli Journal of Science and Engineering·2024Open Access
Kinematics-Based Motion and Balance Control of a Six-Legged Spider Robot
Kocaeli Journal of Science and Engineering·2024Open Access
AdvancingTire Safety: Explainable Artificial Intelligence-Powered Foreign Object Defect Detection with Xception Networks and Grad-CAM Interpretation
Applied Sciences·2024· 17 citedOpen Access
End-to-end tire defect detection model based on transfer learning techniques
Neural Computing and Applications·2024· 24 citedOpen Access
Classification of CNC Vibration Speeds by Heralick Features
JUCS - Journal of Universal Computer Science·2024· 1 citedOpen Access
Enhancing aerial robots performance through robust hybrid control and metaheuristic optimization of controller parameters
Neural Computing and Applications·2023· 26 cited
Artificial Intelligence Framework for Skin Lesion Prediction Using Medical Dermoscopic Images
2023· 4 cited
Hybrid Gripper and Fixtureless Production: Design and Manufacturing Review
2023
A Development of Imaging System for Thermal Isolation in the Electric Vehicle Battery Systems
Lecture notes in mechanical engineering·2023
A Development of Electrified Monorail System (EMS) for an Automobile Production Line
Lecture notes in mechanical engineering·2023
Bir Otomobil Hattı İçin Elektromekanik Liftli Konveyör (Lift&Roller) Sisteminin Geliştirilmesi
Kocaeli Üniversitesi - AVESİS·2023
Classification of the brain metastases based on a new 3D deep learning architecture
Soft Computing·2023· 1 cited
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Frequent Co-authors

Kaplan Kaplan(14), Murat Hoşöz(11), Melih Kuncan(9), Radhwan A. A. Saleh(7), Hasan Ocak(6), Yılmaz Kaya(5), Cüneyt Oysu(5), Mehmet Recep Mi̇naz(4), Kenneth A. Loparo(3), Zafer Bingül(3), Mehmet Zeki Konyar(3), Cüneyt Aliustaoğlu(2), Hüseyin Bulgurcu(2), Bülent Kaya(2), Muharrem Yılmaz(2), Ersin Yolacan(2), Cenk Sayın(1), İbrahim Kılıçaslan(1), Mustafa Çanakçı(1), Kaan Yigit(1)