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Rezan Bakır

Observed names: Bakır, Rezan, Razan Ghanem, Rezan BAKIR, Rezan Bakir
ORCID: 0000-0002-4373-2231
Observed ORCID: 0000-0002-4373-2231
OpenAlex ID: A5073710346
Optimizing hydrogen evolution prediction: A unified approach using random forests, lightGBM, and Bagging Regressor ensemble model
2024 · Rezan Bakır, Ceren Orak, et al. · International Journal of Hydrogen Energy · 85
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DroidEncoder: Malware detection using auto-encoder based feature extractor and machine learning algorithms
2023 · Halit Bakır, Rezan Bakır · Computers & Electrical Engineering · 58
Spam detection on social networks using deep contextualized word representation
2022 · Razan Ghanem, Hasan Erbay · Multimedia Tools and Applications · 48
Predictive Modeling of Photocatalytic Hydrogen Production: Integrating Experimental Insights with Machine Learning on Fe/g-C3N4 Catalysts
2025 · Bahriyenur Arabacı, Rezan Bakır, et al. · Industrial & Engineering Chemistry Research · 35
Enhancing photocatalytic degradation of hazardous pollutants with green-synthesized catalysts: A machine learning approach
2025 · Rezan Bakır, Ceren Orak, et al. · Journal of Environmental Management · 31
Integrating experimental and machine learning approaches for predictive analysis of photocatalytic hydrogen evolution using Cu/g-C3N4
2024 · Bahriyenur Arabacı, Rezan Bakır, et al. · Renewable Energy · 30
Swift Detection of XSS Attacks: Enhancing XSS Attack Detection by Leveraging Hybrid Semantic Embeddings and AI Techniques
2024 · Rezan Bakır, Halit Bakır · Arabian Journal for Science and Engineering · 29
Stacked machine learning approach for predicting evolved hydrogen from sugar industry wastewater
2024 · Rezan Bakır, Ceren Orak · International Journal of Hydrogen Energy · 25
A machine learning ensemble approach for predicting solar-sensitive hybrid photocatalysts on hydrogen evolution
2024 · Rezan Bakır, Ceren Orak, et al. · Physica Scripta · 25
UniEmbed: A Novel Approach to Detect XSS and SQL Injection Attacks Leveraging Multiple Feature Fusion with Machine Learning Techniques
2025 · Rezan Bakır · Arabian Journal for Science and Engineering · 18
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Context-dependent model for spam detection on social networks
2020 · Razan Ghanem, Hasan Erbay · SN Applied Sciences · 18
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Evaluating the Robustness of Yolo Object Detection Algorithm in Terms of Detecting Objects in Noisy Environment
2023 · Halit BAKIR, Rezan BAKIR · Journal of Scientific Reports-A · 11
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Enhancing the prediction of flow characteristics in an inventive plate heat exchanger using deep learning techniques
2025 · Rezan Bakır, Ahmad Aboul Khail, et al. · Physica Scripta · 8
Prediction of thermo-hydraulic properties of flow in an innovative plate heat exchanger using machine learning algorithms
2024 · Ahmad Aboul Khail, Rezan Bakır, et al. · Physica Scripta · 6
ALBERT4Spam: A Novel Approach for Spam Detection on Social Networks
2024 · Rezan Bakır, Hasan Erbay, et al. · Bilişim Teknolojileri Dergisi · 6
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Advanced Android Malware Detection: Merging Deep Learning and XGBoost Techniques
2025 · Esra Kavalcı Yılmaz, Rezan Bakır · Bilişim Teknolojileri Dergisi · 5
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A benchmark dataset for machine learning–based prediction of hydrogen evolution efficiency from GLFO-catalyzed sucrose photocatalysis
2026 · Rezan Bakır, Ceren Orak, et al. · Data in Brief
Enhancing SQL Injection Detection Using Contextual Natural Language Processing method and Artificial Intelligence Techniques
2026 · Rezan Bakır, Halit Bakir · SN Computer Science
Tri-embeddings: a Novel Approach for Detecting Abusive Language on Social Media
2026 · Rezan Bakır · Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization
2025 · Halit Bakır, Rezan Bakır, et al. · Pattern Analysis and Applications
Tri-embeddings: a Novel Approach for Detecting Abusive Language on Social Media
2025 · Bakır, Rezan · DergiPark (Istanbul University)
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A Natural Language Processing Approach to Comparative Sentiment and Topic Analysis of English National Anthems
2025 · Rezan Bakir, Nurgul Ergul · ICTACT Journal on Soft Computing
Works count: 22
Citation count: 438
H-index: 11
I10-index: 12
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