Hasan Koyuncu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Optimization Method

Top Venues

Medical Biol. Eng. Comput.

J. Comput. Des. Eng.

Swarm Evol. Comput.

Comput. Methods Programs Biomed.

Publications

Aysun Öcal, Hasan Koyuncu
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 Evol. Comput. 89 (2024)
Abdulsalam Hajmohamad, Hasan Koyuncu
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Aysun Öcal, Hasan Koyuncu
Optimum Design of Flapping Wing Flying Robot by Modified Social Group Optimization. ICCCNT (2022)
Hasan Koyuncu, Mücahid Barstugan
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier. Signal Process. Image Commun. 97 (2021)
Hasan Koyuncu
Loss Function Selection in NN based Classifiers: Try-outs with a Novel Method. ECAI (2020)
Hasan Koyuncu, Mücahid Barstugan, Muhammet Üsame Öziç
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers. Medical Biol. Eng. Comput. 58 (12) (2020)
Hasan Koyuncu
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map. Neural Process. Lett. 52 (1) (2020)
Hasan Koyuncu, Rahime Ceylan
A PSO based approach: Scout particle swarm algorithm for continuous global optimization problems. J. Comput. Des. Eng. 6 (2) (2019)
Rahime Ceylan, Hasan Koyuncu
A Novel Rotation Forest Modality Based on Hybrid NNs: RF (ScPSO-NN). J. King Saud Univ. Comput. Inf. Sci. 31 (2) (2019)
Hasan Koyuncu, Rahime Ceylan, Semih Asoglu, Hakan Cebeci, Mustafa Koplay
An extensive study for binary characterisation of adrenal tumours. Medical Biol. Eng. Comput. 57 (4) (2019)
Hasan Koyuncu, Rahime Ceylan, Hasan Erdogan, Mesut Sivri
A novel pipeline for adrenal tumour segmentation. Comput. Methods Programs Biomed. 159 (2018)
Hasan Koyuncu, Rahime Ceylan
Multithresholding of Benchmark Images by A Novel Optimization Approach. CSIT (1) (2018)
Hasan Koyuncu, Rahime Ceylan, Mesut Sivri, Hasan Erdogan
An Efficient Pipeline for Abdomen Segmentation in CT Images. J. Digit. Imaging 31 (2) (2018)
Hasan Koyuncu, Rahime Ceylan
Elimination of white Gaussian noise in arterial phase CT images to bring adrenal tumours into the forefront. Comput. Medical Imaging Graph. 65 (2018)
Hasan Koyuncu, Rahime Ceylan
Classification of adrenal lesions by bounded PSO-NN. SIU (2017)
Rahime Ceylan, Hasan Koyuncu
A New Breakpoint in Hybrid Particle Swarm-Neural Network Architecture: Individual Boundary Adjustment. Int. J. Inf. Technol. Decis. Mak. 15 (6) (2016)
Hasan Koyuncu, Rahime Ceylan
Optic Disc Segmentation with Kapur-ScPSO Based Cascade Multithresholding. IWBBIO (2016)