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Muhammed Furkan Gül

Observed names: Muhammed Furkan GUL, Muhammed Furkan Gul, Muhammed Furkan GÜL
ORCID: 0009-0007-0486-0525
Observed ORCID: 0009-0007-0486-0525
OpenAlex ID: A5101468985
Improving Attack Detection in IoV Systems using GA-based Hyperparameter Optimization
2024 · Muhammed Furkan Gül, Halit Bakir · International Artificial Intelligence and Data Processing Symposium (IDAP) · 8
Predicting Academic Performance of Students Using Machine Learning Techniques
2023 · Yıldız Zoralioğlu, Muhammed Furkan Gül, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 7
TL-GWO: Fine-tuned transfer learning with grey wolf optimizer for accurate fundus image-based eye disease classification
2025 · Muhammed Furkan Gül, Özlem Polat, et al. · Experimental Eye Research · 4
Mackey-Glass Time Series Prediction with Immune Plasma Programming
2023 · Muhammed Furkan GÜL, Sibel ARSLAN, et al. · Signal Processing and Communications Applications Conference (SIU) · 2
A novel metaheuristic-enhanced quantum-classical neural network for attack detection in agriculture IoT systems
2026 · Muhammed Furkan Gül, Halit Bakır · The Journal of Supercomputing · 1
GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning
2025 · Muhammed Furkan GÜL, Halit Bakır · Earth Science Informatics · 1
Electricity Price Forecasting Using Automatic Programming Methods
2024 · Sedat Dikbas, Sibel Arslan, et al. · Engineering cyber-physical systems and critical infrastructures · 1
Experimental and machine learning analysis on Mn doped Fe2O3@Bi2S3 heterojunctions for visible light photocatalytic degradation of Rhodamine B
2026 · Kübra Köşe Kaya, Muhammed Furkan Gül, et al. · Journal of Environmental Management
Metaheuristic-driven two-stage hybrid feature selection and deep learning optimization for security in IoT systems
2026 · Muhammed Furkan Gül, Halit Bakır · Knowledge-Based Systems
A novel immune plasma-based automatic programming method for electricity price forecasting in the Turkish market
2026 · Muhammed Furkan Gül, Sibel Arslan, et al. · Engineering Applications of Artificial Intelligence
Attention-Guided Artificial Bee Colony Algorithm with Multi-Head and Gradient-Based Dimensional Focus
2026 · Sibel ARSLAN, Muhammed Furkan GUL, et al. · Research Square
Performance Analysis of Four Metaheuristic Algorithms on Benchmark Functions
2025 · Sibel Arslan, Muhammed Furkan Gul · Türk doğa ve fen dergisi :/Türk doğa ve fen dergisi
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An Optimized Machine Learning Framework Using Slime Mould Algorithm for Gallstone Disease Classification
2025 · Esra Cansu, Muhammet Yusuf Yilmaz, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU)
Walrus Optimization-Enhanced Machine Learning Intrusion Detection for the Internet of Medical Things
2025 · Muhammed Furkan GÜL, Halit Bakir · International Symposium on Innovative Approaches in Smart Technologies (ISAS)
A Comparative Analysis of African Vultures Optimization Algorithm with Current Metaheuristics
2025 · Sibel Arslan, Yıldız Zoralioğlu, et al. · Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi
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Works count: 15
Citation count: 24
H-index: 3
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