Hasan Koyuncu

Orcid: 0000-0003-4541-8833

According to our database1, Hasan Koyuncu authored at least 18 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of seven.
  • Erdős number3 of six.

Timeline

Legend:

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PhD thesis 
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Bibliography

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 Evol. Comput., 2024

2023
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification.
Mach. Learn. Knowl. Extr., March, 2023

2022
Optimum Design of Flapping Wing Flying Robot by Modified Social Group Optimization.
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.
Signal Process. Image Commun., 2021

2020
GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map.
Neural Process. Lett., 2020

A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers.
Medical Biol. Eng. Comput., 2020

Loss Function Selection in NN based Classifiers: Try-outs with a Novel Method.
Proceedings of the 12th International Conference on Electronics, 2020

2019
An extensive study for binary characterisation of adrenal tumours.
Medical Biol. Eng. Comput., 2019

A Novel Rotation Forest Modality Based on Hybrid NNs: RF (ScPSO-NN).
J. King Saud Univ. Comput. Inf. Sci., 2019

A PSO based approach: Scout particle swarm algorithm for continuous global optimization problems.
J. Comput. Des. Eng., 2019

2018
An Efficient Pipeline for Abdomen Segmentation in CT Images.
J. Digit. Imaging, 2018

A novel pipeline for adrenal tumour segmentation.
Comput. Methods Programs Biomed., 2018

Elimination of white Gaussian noise in arterial phase CT images to bring adrenal tumours into the forefront.
Comput. Medical Imaging Graph., 2018

Multithresholding of Benchmark Images by A Novel Optimization Approach.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018

2017
Classification of adrenal lesions by bounded PSO-NN.
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.
Int. J. Inf. Technol. Decis. Mak., 2016

Optic Disc Segmentation with Kapur-ScPSO Based Cascade Multithresholding.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2013
Artificial neural network based on rotation forest for biomedical pattern classification.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013


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