Hasan Koyuncu

18 papers A 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
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.
Aysun Öcal, Hasan Koyuncu
2024 — conf
Optimizing Hyperparameters of ResNet50 for 3t2FTS-based Tumor Grading.
ICSRS
Aysun Öcal, Hasan Koyuncu
2023 J jnl
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification.
Mach. Learn. Knowl. Extr.
Abdulsalam Hajmohamad, Hasan Koyuncu
2022 — conf
Optimum Design of Flapping Wing Flying Robot by Modified Social Group Optimization.
ICCCNT
Aysun Öcal, Hasan Koyuncu
2021 J jnl
COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier.
Signal Process. Image Commun.
Hasan Koyuncu, Mücahid Barstugan
2020 J jnl
A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers.
Medical Biol. Eng. Comput.
Hasan Koyuncu, Mücahid Barstugan, Muhammet Üsame Öziç
2020 J jnl
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map.
Neural Process. Lett.
Hasan Koyuncu
2020 A conf
Loss Function Selection in NN based Classifiers: Try-outs with a Novel Method.
ECAI
Hasan Koyuncu
2019 J jnl
A Novel Rotation Forest Modality Based on Hybrid NNs: RF (ScPSO-NN).
J. King Saud Univ. Comput. Inf. Sci.
Rahime Ceylan, Hasan Koyuncu
2019 J jnl
A PSO based approach: Scout particle swarm algorithm for continuous global optimization problems.
J. Comput. Des. Eng.
Hasan Koyuncu, Rahime Ceylan
2019 J jnl
An extensive study for binary characterisation of adrenal tumours.
Medical Biol. Eng. Comput.
Hasan Koyuncu, Rahime Ceylan, Semih Asoglu, Hakan Cebeci, Mustafa Koplay
2018 J jnl
A novel pipeline for adrenal tumour segmentation.
Comput. Methods Programs Biomed.
Hasan Koyuncu, Rahime Ceylan, Hasan Erdogan, Mesut Sivri
2018 J jnl
An Efficient Pipeline for Abdomen Segmentation in CT Images.
J. Digit. Imaging
Hasan Koyuncu, Rahime Ceylan, Mesut Sivri, Hasan Erdogan
2018 J jnl
Elimination of white Gaussian noise in arterial phase CT images to bring adrenal tumours into the forefront.
Comput. Medical Imaging Graph.
Hasan Koyuncu, Rahime Ceylan
2018 — conf
Multithresholding of Benchmark Images by A Novel Optimization Approach.
CSIT (1)
Hasan Koyuncu, Rahime Ceylan
2017 — conf
Classification of adrenal lesions by bounded PSO-NN.
SIU
Hasan Koyuncu, Rahime Ceylan
2016 J jnl
A New Breakpoint in Hybrid Particle Swarm-Neural Network Architecture: Individual Boundary Adjustment.
Int. J. Inf. Technol. Decis. Mak.
Rahime Ceylan, Hasan Koyuncu
2016 — conf
Optic Disc Segmentation with Kapur-ScPSO Based Cascade Multithresholding.
IWBBIO
Hasan Koyuncu, Rahime Ceylan