Hasan Koyuncu

Konya Technical University — Turkey

Computer Science · Physical Sciences

12h-index344citations37works4.02yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(10), Radiomics and Machine Learning in Medical Imaging(7), Brain Tumor Detection and Classification(6), Medical Image Segmentation Techniques(5), Medical Imaging Techniques and Applications(5)

Publications37 total

Optimizing Hyperparameters of ResNet50 for 3t2FTS-based Tumor Grading
2024
An in-depth study to fine-tune the hyperparameters of pre-trained transfer learning models with state-of-the-art optimization methods: Osteoarthritis severity classification with optimized architectures
Swarm and Evolutionary Computation·2024· 8 cited
A New Breakpoint to Classify 3D Voxels in MRI: A Space Transform Strategy with 3t2FTS-v2 and Its Application for ResNet50-Based Categorization of Brain Tumors
Bioengineering·2023· 3 citedOpen Access
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification
Machine Learning and Knowledge Extraction·2023· 6 citedOpen Access
Constrained optimization of engineering design problems: Analyses with Gauss map-based chaotic particle swarm optimization
Journal of Information and Optimization Sciences·2023· 1 cited
Identification of asynchronous motor and transformer situations in thermal images by utilizing transfer learning-based deep learning architectures
Measurement·2022· 15 cited
Feature Selection via GM-CPSO and Binary Conversion: Analyses on a Binary-Class Dataset
2022· 1 cited
Categorization of Asynchronous Motor Situations in Infrared Images: Analyses with ResNet50
2022 International Conference on Data Analytics for Business and Industry (ICDABI)·2022· 4 cited
Optimum Design of Flapping Wing Flying Robot by Modified Social Group Optimization
2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)·2022· 3 cited
Discrimination of Electrical Motor Faults in Thermal Images by using First-order Statistics and Classifiers
2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)·2022· 6 cited
A Framework Design for Heart Failure Detection: Analyzes on Features and Hybrid Classifiers
2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)·2021· 1 cited
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier
Signal Processing Image Communication·2021· 13 citedOpen Access
A detailed study about CDW-PSO, BWO and GM-CPSO methods on continuous function optimization
Journal of Information and Optimization Sciences·2020· 2 cited
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers
Medical & Biological Engineering & Computing·2020· 13 cited
Loss Function Selection in NN based Classifiers: Try-outs with a Novel Method
2020· 3 cited
A novel unified maximum power extraction framework for PMSG based WECS using chaotic particle swarm optimization derivatives
Engineering Science and Technology an International Journal·2020· 37 citedOpen Access
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map
Neural Processing Letters·2020· 25 cited
Parkinson’s Disease Recognition using Gauss Map based Chaotic Particle Swarm-Neural Network
2019· 6 cited
Lupsix: A Cascade Framework for Lung Parenchyma Segmentation in Axial CT Images
International Journal of Intelligent Systems and Applications in Engineering·2018· 1 citedOpen Access
An extensive study for binary characterisation of adrenal tumours
Medical & Biological Engineering & Computing·2018· 14 cited
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Frequent Co-authors

Rahime Ceylan(12), Rahime Ceylan(4), Gönül Sakallı(3), Mücahid Barstuğan(3), Aysun Öcal(3), Hasan Erdoğan(2), Mesut Sivri(2), Santi P. Maity(2), Emre Hasan Dursun(1), Ahmet Afşin Kulaksız(1), Semih Asoğlu(1), Hakan Cebeci(1), Mustafa Koplay(1), Muhammet Üsame Özıç(1), Abdulsalam Hajmohamad(1), Şevval Çelik(1), Rupal Agravat(1), Mohammed Ammar(1), Amira S. Ashour(1), Ananya Barui(1)