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Ridwan Boya Marqas

Observed names: Ridwan B. Marqas, Ridwan Boya Margas, Ridwan Boya Marqas Shamoun, Ridwan Marqas, Shamoun, Ridwan, Shamoun, Ridwan Boya Marqas
ORCID: 0000-0002-1071-3771
Observed ORCID: 0000-0002-1071-3771
OpenAlex ID: A5029406334
Taxonomy of bio-inspired optimization algorithms
2019 · Saman M. Almufti, Ridwan Boya Marqas, et al. · Journal of Advanced Computer Science & Technology · 62
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Real Time Face-mask Detection with Arduino to Prevent COVID-19 Spreading
2021 · Saman M. Almufti, Ridwan B. Marqas, et al. · Qubahan Academic Journal · 56
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A Survey on Cat Swarm Optimization Algorithm
2021 · Rasheed R. Ihsan, Saman M. Almufti, et al. · Asian Journal of Research in Computer Science · 51
A Comparative Study of Diabetes Detection Using The Pima Indian Diabetes Database
2023 · Abdulazeez Mousa, Waraz Mustafa, et al. · The Journal of The University of Duhok · 41
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Enhancing Brain Tumor Classification with Data Augmentation and DenseNet121
2023 · Nechirvan Asaad Zebari, Ahmed A. H. Alkurdi, et al. · Academic Journal of Nawroz University · 37
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Comparative study between elephant herding optimization (EHO) and U-turning ant colony optimization (U-TACO) in solving symmetric traveling salesman problem (STSP)
2019 · Saman M. Almufti, Ridwan Boya Marqas, et al. · Journal of Advanced Computer Science & Technology · 37
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Firebase Efficiency in Csv Data Exchange Through Php-based Websites
2022 · Ridwan Boya Marqas, Saman M. Almufti, et al. · Academic Journal of Nawroz University · 26
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Cuckoo search algorithm: overview, modifications, and applications
2025 · Saman M. Almufti, Ridwan Boya Marqas, et al. · International Journal of Scientific World · 19
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Evaluation of Information Security through Networks traffic traces for machine learning classification
2025 · Tamara saad Mohamed, Saad mohammed Khalifah, et al. · Babylonian Journal of Networking · 13
A Median Filter With Evaluating of Temporal Ultrasound Image for Impulse Noise Removal for Kidney Diagnosis
2020 · Rasheed Ihsan, Saman Almufti, et al. · Journal of Applied Science and Technology Trends · 13
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Advancing Drug–Drug Interaction Prediction with Biomimetic Improvements: Leveraging the Latest Artificial Intelligence Techniques to Guide Researchers in the Field
2026 · Ridwan Boya Marqas, Zsuzsa Simó, et al. · Biomimetics · 8
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Swarm-Based Optimisation Strategies for Structural Engineering: A Case Study on Welded Beam Design
2025 · Awaz Ahmed Shaban, Saman M. Almufti, et al. · FMDB transactions on sustainable computer letters. · 7
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A Machine Learning Model for the Prediction of Heart Attack Risk in High-Risk Patients Utilizing Real-World Data
2023 · Ridwan B. Marqas, Abdulazeez Mousa, et al. · Academic Journal of Nawroz University · 5
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Effect of Mean Filter on Face Image from Video Frames
2020 · Pawan Sh. Othman, Ridwan B. Marqas, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 5
A Modified Bat Algorithm for Economic Dispatch with Enhanced Performance Metrics
2025 · Awaz Ahmed Shaban, Saman M. Almufti, et al. · FMDB Transactions on Sustainable Technoprise Letters · 4
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Innovative Hybrid Deep Learning Models for Financial Sentiment Analysis
2024 · Ridwan B. Marqas, Abdulazeez Mousa, et al. · Acadlore Transactions on AI and Machine Learning · 3
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Benchmarking metaheuristic algorithms: a comprehensive review of test functions, real-world problems, and evaluation metrics
2025 · Saman M. Almufti‎, Renas Rajab Asaad, et al. · Journal of Electronics Computer Networking and Applied Mathematics · 2
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Optimizing Artificial Intelligence Systems for Real-World Applications
2025 · Ridwan Boya Marqas, Saman M. Almufty, et al. · International Journal of Scientific World · 2
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Unveiling explainability in artificial intelligence: a step to-wards transparent AI
2025 · Ridwan Boya Marqas, Saman M. Almufti, et al. · International Journal of Scientific World · 2
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Retracted: Advancements in Edge Computing Architectures: Optimizing Resource Allocation for IoT Applications
2025 · Ridwan Boya Marqas, Renas Rajab Asaad, et al. · International Conference on IoT, Communication and Automation Technology (ICICAT) · 1
Advancing AI: A Comprehensive Study of Novel Machine Learning Architectures
2025 · Ridwan Boya Marqas, Saman M. Almufty, et al. · International Journal of Scientific World · 1
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Implementation and Experiments on Fingerprint Based Authentication System (FBAS) Using Delaunay Triangulation and Voronoi Diagram
2017 · Ridwan Boya Marqas · Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University) · 1
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Data splits, predictions and code for "Mechanism-aware features, not architecture, determine drug–drug interaction severity prediction under drug-disjoint evaluation"
2026 · Shamoun, Ridwan, Özyurt, Fatih · Zenodo (CERN European Organization for Nuclear Research)
Data splits, predictions and code for "Architecture rankings in drug–drug interaction prediction depend on the degree of drug novelty: a calibrated, seed-replicated comparison"
2026 · Shamoun, Ridwan Boya Marqas, Özyurt, Fatih · Zenodo (CERN European Organization for Nuclear Research)
A Systematic Review of Data Science in Early Voice‐Based Detection of Parkinson's and Amyotrophic Lateral Sclerosis Neurodegenerative Diseases
2026 · Abdulazeez Mousa, Fatih Özyurt, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
Works count: 48
Citation count: 443
H-index: 11
I10-index: 11
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