Hasan Koyuncu

According to our database, Hasan Koyuncu authored at least 18 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of seven.
• Erdős number of six.

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.

Aysun Öcal, Hasan Koyuncu

Swarm Evol. Comput., 2024

2023

3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification.

Abdulsalam Hajmohamad, Hasan Koyuncu

Mach. Learn. Knowl. Extr., March, 2023

2022

Optimum Design of Flapping Wing Flying Robot by Modified Social Group Optimization.

Aysun Öcal, Hasan Koyuncu

Proceedings of the 13th International Conference on Computing Communication and Networking Technologies, 2022

2021

COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier.

Hasan Koyuncu, Mücahid Barstugan

Signal Process. Image Commun., 2021

2020

GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map.

Hasan Koyuncu

Neural Process. Lett., 2020

A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers.

Hasan Koyuncu, Mücahid Barstugan, Muhammet Üsame Öziç

Medical Biol. Eng. Comput., 2020

Loss Function Selection in NN based Classifiers: Try-outs with a Novel Method.

Hasan Koyuncu

Proceedings of the 12th International Conference on Electronics, 2020

2019

An extensive study for binary characterisation of adrenal tumours.

Hasan Koyuncu, Rahime Ceylan, Semih Asoglu, Hakan Cebeci, Mustafa Koplay

Medical Biol. Eng. Comput., 2019

A Novel Rotation Forest Modality Based on Hybrid NNs: RF (ScPSO-NN).

Rahime Ceylan, Hasan Koyuncu

J. King Saud Univ. Comput. Inf. Sci., 2019

A PSO based approach: Scout particle swarm algorithm for continuous global optimization problems.

Hasan Koyuncu, Rahime Ceylan

J. Comput. Des. Eng., 2019

2018

An Efficient Pipeline for Abdomen Segmentation in CT Images.

Hasan Koyuncu, Rahime Ceylan, Mesut Sivri, Hasan Erdogan

J. Digit. Imaging, 2018

A novel pipeline for adrenal tumour segmentation.

Hasan Koyuncu, Rahime Ceylan, Hasan Erdogan, Mesut Sivri

Comput. Methods Programs Biomed., 2018

Elimination of white Gaussian noise in arterial phase CT images to bring adrenal tumours into the forefront.

Hasan Koyuncu, Rahime Ceylan

Comput. Medical Imaging Graph., 2018

Multithresholding of Benchmark Images by A Novel Optimization Approach.

Hasan Koyuncu, Rahime Ceylan

Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2017

Classification of adrenal lesions by bounded PSO-NN.

Hasan Koyuncu, Rahime Ceylan

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

A New Breakpoint in Hybrid Particle Swarm-Neural Network Architecture: Individual Boundary Adjustment.

Rahime Ceylan, Hasan Koyuncu

Int. J. Inf. Technol. Decis. Mak., 2016

Optic Disc Segmentation with Kapur-ScPSO Based Cascade Multithresholding.

Hasan Koyuncu, Rahime Ceylan

Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2013

Artificial neural network based on rotation forest for biomedical pattern classification.

Hasen Koyuncu, Rahime Ceylan

Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013