Halit Bakir

13 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Review of Reinforcement Learning Algorithms for Control Systems: Applications, Challenges, and Future Directions.
IEEE Access
A. H. Abdul Hafez, Ufuk Demircioglu, Halit Bakir, Raid Alzubi
2026 J jnl
A novel metaheuristic-enhanced quantum-classical neural network for attack detection in agriculture IoT systems.
J. Supercomput.
Muhammed Furkan Gül, Halit Bakir
2026 J jnl
Enhancing SQL Injection Detection Using Contextual Natural Language Processing method and Artificial Intelligence Techniques.
SN Comput. Sci.
Rezan Bakir, Halit Bakir
2025 J jnl
A new method for tuning the CNN pre-trained models as a feature extractor for malware detection.
Pattern Anal. Appl.
Halit Bakir
2025 J jnl
GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning.
Earth Sci. Informatics
Muhammed Furkan Gül, Halit Bakir
2025 J jnl
Optimized deep learning-oriented strategy for predicting the location of delamination and detecting their shapes in composite structures.
Iran J. Comput. Sci.
Ufuk Demircioglu, Halit Bakir
2025 J jnl
Reinforcement learning-driven proportional-integral-derivative controller tuning for mass-spring systems: Stability, performance, and hyperparameter analysis.
Eng. Appl. Artif. Intell.
Ufuk Demircioglu, Halit Bakir
2025 J jnl
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization.
Pattern Anal. Appl.
Halit Bakir, Rezan Bakir, Tareq M. Alkhaldi, Abdulbasit A. Darem, Asma Alhashmi, Abdulmajeed Alqhatani
2025 J jnl
VoteDroid: a new ensemble voting classifier for malware detection based on fine-tuned deep learning models.
Multim. Tools Appl.
Halit Bakir
2024 J jnl
A comprehensive experimental study for analyzing the effects of data augmentation techniques on voice classification.
Multim. Tools Appl.
Halit Bakir, Ayse Nur Çayir, Tugba Selcen Navruz
2024 J jnl
Evaluating the impact of tuned pre-trained architectures' feature maps on deep learning model performance for tomato disease detection.
Multim. Tools Appl.
Halit Bakir
2023 J jnl
DroidEncoder: Malware detection using auto-encoder based feature extractor and machine learning algorithms.
Comput. Electr. Eng.
Halit Bakir, Rezan Bakir
2021 — —
Androıd kötücül yazılımlarından koruma sistemlerinin değerlendirilmesi ve görüntü işleme algoritmalarını yapay zekâ teknikleri ile melezleştirerek yeni bir algılama yaklaşımının geliştirilmesi (Evaluating the robustness of android anti-malware systems and developing a novel detection approach based on hybridizing image processing algorithms with artificial intelligence techniques)
Halit Bakir