Öğr. Gör. MUHAMMED FURKAN GÜL

Yayın Ağı

Makaleler 5

1. A novel metaheuristic-enhanced quantum-classical neural network for attack detection in agriculture IoT systems

Gül M. F., Bakır H.

Journal of Supercomputing , cilt.82, sa.2, 2026 (SCI-Expanded, Scopus)

2. TL-GWO: Fine-tuned transfer learning with grey wolf optimizer for accurate fundus image-based eye disease classification

Gül M. F., POLAT Ö., Bakır H.

Experimental Eye Research , cilt.260, 2025 (SCI-Expanded, Scopus)

3. Performance Analysis of Four Metaheuristic Algorithms on Benchmark Functions

Arslan S., Gul M. F.

Türk Doğa ve Fen Dergisi , cilt.14, sa.3, ss.73-89, 2025 (TRDizin)

4. GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning

GÜL M. F., Bakır H.

Earth Science Informatics , cilt.18, sa.2, 2025 (SCI-Expanded, Scopus)

5. A Comparative Analysis of African Vultures Optimization Algorithm with Current Metaheuristics

Arslan S., Zoralioğlu Y., Gül M. F.

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , cilt.8, sa.1, ss.325-352, 2025 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 5

1. An Optimized Machine Learning Framework Using Slime Mould Algorithm for Gallstone Disease Classification

CANSU E., YILMAZ M. Y., GÜL M. F., BAKIR H.

2025 Innovations in Intelligent Systems and Applications Conference (ASYU), Bursa, Türkiye, 10 Eylül 2025, (Tam Metin Bildiri)

2. Walrus Optimization-Enhanced Machine Learning Intrusion Detection for the Internet of Medical Things

GÜL M. F., BAKIR H.

2025 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS), Gaziantep, Türkiye, 27 Haziran 2025, (Tam Metin Bildiri)

3. Improving Attack Detection in IoV Systems using GA-based Hyperparameter Optimization

GÜL M. F., BAKIR H.

8th International Artificial Intelligence and Data Processing Symposium (IDAP’24), Malatya, Türkiye, 21 - 22 Eylül 2024, (Tam Metin Bildiri)

4. Predicting Academic Performance of Students Using Machine Learning Techniques

Zoralioglu Y., Gul M. F., AZİZOĞLU F., AZİZOĞLU G., TOPRAK A. N.

2023 Innovations in Intelligent Systems and Applications Conference (ASYU), Sivas, Türkiye, 11 Ekim 2023, (Tam Metin Bildiri)

5. Mackey-Glass Time Series Prediction with Immune Plasma Programming

Gül M. F., Arslan S.

2023 31st Signal Processing and Communications Applications Conference (SIU), İstanbul, Türkiye, 5 - 08 Temmuz 2023, ss.1-4, (Tam Metin Bildiri)

Kitaplar 1

1. Electricity Price Forecasting Using Automatic Programming Methods

DİKBAŞ S., ARSLAN S., GÜL M. F., SELÇUKLU S. B.

Innovative Methods in Computer Science and Computational Applications in the Era of Industry 5.0, , Editör, Springer, ss.192-203, 2024

Metrikler

Öğr. Gör. MUHAMMED FURKAN GÜL

Yayınlar & Eserler

1. A novel metaheuristic-enhanced quantum-classical neural network for attack detection in agriculture IoT systems

2. TL-GWO: Fine-tuned transfer learning with grey wolf optimizer for accurate fundus image-based eye disease classification

3. Performance Analysis of Four Metaheuristic Algorithms on Benchmark Functions

4. GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning

5. A Comparative Analysis of African Vultures Optimization Algorithm with Current Metaheuristics

1. An Optimized Machine Learning Framework Using Slime Mould Algorithm for Gallstone Disease Classification

2. Walrus Optimization-Enhanced Machine Learning Intrusion Detection for the Internet of Medical Things

3. Improving Attack Detection in IoV Systems using GA-based Hyperparameter Optimization

4. Predicting Academic Performance of Students Using Machine Learning Techniques

5. Mackey-Glass Time Series Prediction with Immune Plasma Programming

1. Electricity Price Forecasting Using Automatic Programming Methods

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (Scopus)

H-İndeks (Scopus)