İlker Ali Özkan

Selçuk University — Turkey

Agricultural and Biological Sciences · Life Sciences

15h-index1.3kcitations68works1.02yr avg
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Research Topics

Smart Agriculture and AI(8), Spectroscopy and Chemometric Analyses(8), Effects of Environmental Stressors on Livestock(7), AI in cancer detection(5), Fuzzy Logic and Control Systems(4)

Publications68 total

Simulation-Based Optimization of Robotic Weld Seam Tracking Using Fuzzy C-Means Clustering and PID Control
Düzce Üniversitesi Bilim ve Teknoloji Dergisi·2025Open Access
Simulation-based spot welding inspection on automotive chassis using YOLO-powered image processing
International Journal of Automotive Engineering and Technologies·2025Open Access
FPGA-based adaptive fuzzy speed control of welding robots with image processing techniques
Welding in the World·2025
Classification of chicken Eimeria species through deep transfer learning models: A comparative study on model efficacy
Veterinary Parasitology·2025· 1 cited
Deep Learning-Based Classification of Powerlifting Movements Using Mediapipe
International Journal of Applied Methods in Electronics and Computers·2024Open Access
Fuzzy Logic Model for Determining Optimal Temperature-Humidity Index Values in Dairy Farms in Temperate Climate
Journal of Applied Animal Welfare Science·2024· 2 cited
HMedCaps: a new hybrid capsule network architecture for complex medical images
Neural Computing and Applications·2024· 3 cited
Automated Hair Segmentation in Dermoscopy Images with U-Net Based Approaches
2024
MResCaps: Enhancing capsule networks with parallel lanes and residual blocks for high‐performance medical image classification
International Journal of Imaging Systems and Technology·2024· 4 citedOpen Access
A Novel Hybrid Approach: Capsule Network Enhanced with Residual Block and CBAM Module for Medical Image Classification
Proceedings of international conference on intelligent systems and new applications.·2024· 1 citedOpen Access
Performance Evaluation of U-Net Based Methods for Lesion Segmentation from Dermoscopy Images
Proceedings of international conference on intelligent systems and new applications.·2024Open Access
SPECTROGRAM BASED CLASSIFICATION OF ANIMAL SOUNDS WITH DEEP LEARNING AND MACHINE LEARNING METHODS
Proceedings of the International Conference on New Trends in Applied Sciences·2023· 1 citedOpen Access
Metaverse token price forecasting using artificial neural networks (ANNs) and Adaptive neural fuzzy inference system (ANFIS)
Neural Computing and Applications·2023· 10 cited
Performance Evaluation of Basic Capsule Network Architecture in Classification of Biomedical Images
Gazi Journal of Engineering Sciences·2023· 5 citedOpen Access
Utilizing Transfer Learning on Landscape Image Classification Using the VGG16 Model
Proceedings of the International Conference on Advanced Technologies·2023Open Access
Classification of Unmanned Aerial Vehicle and Bird Images Using Deep Transfer Learning Methods
Proceedings of the International Conference on Advanced Technologies·2023· 1 citedOpen Access
Detection of fish freshness using artificial intelligence methods
European Food Research and Technology·2023· 53 cited
FPGA-Based battery management system for real-time monitoring and instantaneous SOC prediction
International Journal of Applied Mathematics Electronics and Computers·2023· 1 citedOpen Access
Determination of wheat types using optimized extreme learning machine with metaheuristic algorithms
Neural Computing and Applications·2023· 17 cited
Determination of Optimal Temperature and Humidity Values in Dairy Farms Using Fuzzy Logic Model
Research Square (Research Square)·2023Open Access
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Frequent Co-authors

İsmail Sarıtaş(12), Murat Köklü(9), Şakir Taşdemir(4), Saadetdin Herdem(4), Sümeyra Büşra Şengül(4), Yavuz Selim Taşpınar(3), Ramazan Kursun(3), İlkay Çınar(3), Musa Doğan(3), Abdulkadir Saday(3), İbrahim Ünal Sert(2), Fatih Tarakci(2), Yusuf Karabacak(2), İbrahim Aytekin(2), Muhammed Fahri Ünlerşen(1), Muhammet Fatih Aslan(1), Kadir Sabancı(1), Dilbag Singh(1), Heung-No Lee(1), Mustafa Yurtdaş(1)