Halit Bakır

University of Science and Technology — YE

Computer Science · Physical Sciences

11h-index352citations41works5.02yr avg
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Research Topics

Network Security and Intrusion Detection(12), Advanced Malware Detection Techniques(10), Anomaly Detection Techniques and Applications(5), Structural Health Monitoring Techniques(4), Software Testing and Debugging Techniques(4)

Publications41 total

Compensation of Cutout Effect on Natural Frequencies of Beam Structure Using Deep Learning: A Novel Multi-Disciplinary Approach
International Journal of Information Technology & Decision Making·2025
Reinforcement learning–driven proportional–integral–derivative controller tuning for mass–spring systems: Stability, performance, and hyperparameter analysis
Engineering Applications of Artificial Intelligence·2025
An Optimized Machine Learning Framework Using Slime Mould Algorithm for Gallstone Disease Classification
2025
TL-GWO: Fine-tuned transfer learning with grey wolf optimizer for accurate fundus image-based eye disease classification
Experimental Eye Research·2025
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization
Pattern Analysis and Applications·2025
Walrus Optimization-Enhanced Machine Learning Intrusion Detection for the Internet of Medical Things
2025
Enhancing the prediction of flow characteristics in an inventive plate heat exchanger using deep learning techniques
Physica Scripta·2025· 7 cited
Fake News Detection Using BERT and Bi-LSTM with Grid Search Hyperparameter Optimization
Bilişim Teknolojileri Dergisi·2025· 3 citedOpen Access
GA-ML: enhancing the prediction of water electrical conductivity through genetic algorithm-based end-to-end hyperparameter tuning
Earth Science Informatics·2025· 1 cited
Optimized deep learning-oriented strategy for predicting the location of delamination and detecting their shapes in composite structures
Iran Journal of Computer Science·2025· 1 cited
A new method for tuning the CNN pre-trained models as a feature extractor for malware detection
Pattern Analysis and Applications·2025· 9 cited
Deep learning and machine learning based highly accurate reflection prediction model for multi layers anti-reflection coatings
Optical and Quantum Electronics·2025· 2 citedOpen Access
Enhancing Forest Fire Detection: Utilizing VGG16 for High-Accuracy Image Classification and Machine Learning Integration
2024· 1 cited
Classification of Vegetable Quality with InceptionV3, Xception and Combination of These Models
2024· 2 cited
Improving Attack Detection in IoV Systems using GA-based Hyperparameter Optimization
2024· 4 cited
Prediction of thermo-hydraulic properties of flow in an innovative plate heat exchanger using machine learning algorithms
Physica Scripta·2024· 3 cited
Deep Learning and Machine Learning Based Highly Accurate Prediction of Reflection for Multi Layers Anti-Reflection Coatings
2024Open Access
Swift Detection of XSS Attacks: Enhancing XSS Attack Detection by Leveraging Hybrid Semantic Embeddings and AI Techniques
Arabian Journal for Science and Engineering·2024· 21 citedOpen Access
VoteDroid: a new ensemble voting classifier for malware detection based on fine-tuned deep learning models
Multimedia Tools and Applications·2024· 17 citedOpen Access
ALBERT4Spam: A Novel Approach for Spam Detection on Social Networks
Bilişim Teknolojileri Dergisi·2024· 4 citedOpen Access
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Frequent Co-authors

Ufuk Demircioğlu(7), Semih Oktay(5), Timuçin Emre Tabaru(5), Muhammed Furkan Gül(5), Rezan Bakır(3), Fuat SUNGUR(3), Rezan Bakır(2), Esra Kavalcı Yılmaz(2), Mutlu Tarık Çakir(2), Rezan Bakır(2), Muhammet Tan(2), İremnur Duru(2), Ayşe Nur Çayır(1), Tuğba Selcen Navruz(1), Özlem Ceviz(1), Kholoud Elmabruk(1), Asaf Sayil(1), Ahmad Aboul Khail(1), Erol DOĞAN(1), Kemal Adem(1)