Advancing Drug–Drug Interaction Prediction with Biomimetic Improvements: Leveraging the Latest Artificial Intelligence Techniques to Guide Researchers in the Field RB Marqas, Z Simó, A Mousa, F Özyurt, LB Iantovics Biomimetics 11 (1), 39 , 2026 2026 Citations: 1
Quantum Computing Algorithms: Harnessing The Power of Quantum Supremacy RR Asaad, SM Almufti, RB Marqas, CS Hussein, DA Majeed, RI Ali, ... 2025 3rd International Conference on IoT, Communication and Automation … , 2025 2025
Advancements in Edge Computing Architectures: Optimizing Resource Allocation for IoT Applications RB Marqas, RR Asaad, SM Almufti, CS Hussein, DA Majeed, RI Ali, ... 2025 3rd International Conference on IoT, Communication and Automation … , 2025 2025
Quantum Machine Learning Algorithms: Harnessing Quantum Supremacy for Data Processing SM Almufti, RR Asaad, RB Marqas, CS Hussein, DA Majeed, RI Ali, ... 2025 3rd International Conference on IoT, Communication and Automation … , 2025 2025
Evaluation of Information Security through Networks traffic traces for machine learning classification T saad Mohamed, R Marqas, SM Almufti, RR Asaad Babylonian Journal of Networking 2025, 25-42 , 2025 2025 Citations: 11
Swarm-based optimisation strategies for structural engineering: A case study on welded beam design AA Shaban, SM Almufti, RR Asaad, RB Marqas FMDB Transactions on Sustainable Computer Letters 3 (1), 01-11 , 2025 2025 Citations: 8
Benchmarking metaheuristic algorithms: a comprehensive review of test functions, real-world problems, and evaluation metrics SM Almufti, RR Asaad, AA Shaban, RB Marqas 2025 Citations: 2
FMDB Transactions on Sustainable Computer Letters AA Shaban, SM Almufti, RR Asaad, RB Marqas 2025
Advancing AI: A Comprehensive Study of Novel Machine Learning Architectures RB Marqas, SM Almufti, RR Asaad, TS Mohamed Int. J. Sci. World 11, 48-85 , 2025 2025 Citations: 1
Unveiling explainability in artificial intelligence: a step to- wards transparent AI RB Marqas, SM Almufti, RA Yusif International Journal of Scientific World 11 (1) , 2025 2025 Citations: 1
Cuckoo search algorithm: overview, modifications, and applications SM Almufti, RB Marqas, RR Asaad, AA Shaban International Journal of Scientific World 11 (1), 1-9 , 2025 2025 Citations: 15
ADVANCEMENTS IN EMAIL FORENSICS A COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS FOR SPAM DETECTION APFÖ Ridwan Boya MARQAS TASHKENT INTERNATIONAL CONGRESS ON MODERN SCIENCES-III - ISBN - 978-625-367 … , 2024 2024
Assessment of Enterprise Efficiency Factors Affecting Its ESG Rating V Rutskiy, RB Marqas, B Senapati, I Muda, S Mikhail, ... Computer Science On-line Conference, 236-243 , 2024 2024 Citations: 3
Employing LSTM and Random Forest Techniques for Precision Identification of missinformation FÖ Ridwan Marqas, Seda Arsalan Tuncer NEW TRENDS IN COMPUTER SCIENCES https://doi.org/10.5281/zenodo.10890229 ISBN … , 2024 2024
Comparative Analysis of LSTM, XGBoost, and Hybrid Approaches in Credit Card Fraud Detection FÖ Ridwan Boya Marqas, TÜRKER TUNCER Proceeding Book of 4th International Artificial Intelligence and Data … , 2024 2024
Advancements in email forensics a comparative analysis of machine learning models for spam detection R Marqas, F Özyurt 2024 Citations: 2
Innovative hybrid deep learning models for financial sentiment analysis RB Marqas, A Mousa, F Ozyurt Acadlore Trans. Mach. Learn 3 (4), 225-236 , 2024 2024 Citations: 3
ENHANCING BREAST CANCER DIAGNOSTIC ACCURACY AN ANALYSIS USING LOGISTIC REGRESSION ON THE WISCONSIN BREAST CANCER DATASET APFÖ Ridwan Boya MARQAS, Assoc. Dr. DERYA AVCI INTERNATIONAL BLACKSEA SCIENTIFIC RESEARCH AND INNOVATION CONGRESS, 291-305 , 2023 2023
An Intense Examination of Contemporary Decision Support Systems and Sophisticated Optimization Methods : https://doi.org/10.59287/as-proceedings.598 FÖ Ridwan Boya Marqas, SİNEM AKYOL 3rd International Conference on Scientific and Academic Research ICSAR 2023 … , 2023 2023
Enhancing brain tumor classification with data augmentation and densenet121 NA Zebari, AAH Alkurdi, RB Marqas, MS Salih Academic Journal of Nawroz University 12 (4), 323-334 , 2023 2023 Citations: 41
MOST CITED SCHOLAR PUBLICATIONS
Grey wolf optimizer: Overview, modifications and applications SM Almufti, HB Ahmad, RB Marqas, RR Asaad International Research Journal of Science, Technology, Education, and … , 2021 2021 Citations: 98
Taxonomy of bio-inspired optimization algorithms S Almufti, R Marqas, V Ashqi Journal of advanced computer science & technology 8 (2), 23 , 2019 2019 Citations: 81
A survey on Cat Swarm Optimization algorithm RR Ihsan, SM Almufti, BM Ormani, RR Asaad, RB Marqas Asian Journal of Research in Computer Science 10 (2), 22-32 , 2021 2021 Citations: 76
Single-based and Population-based Metaheuristics for Solving NP-hard Problems SM Almufti, RB Marqas, PS Othman, AB Sallow Iraqi Journal of Science , 2021 2021 Citations: 59
Comparative study between elephant herding optimization (EHO) and U-turning ant colony optimization (U-TACO) in solving symmetric traveling salesman problem (STSP) S Almufti, R Marqas, R Asaad Journal Of Advanced Computer Science & Technology 8 (2), 32 , 2019 2019 Citations: 55
A COMPARATIVE STUDY OF DIABETES DETECTION USING THE PIMA INDIAN DIABETES DATABASE SM Abdulazeez Mousa, Waraz Mustafa, Ridwan Marqas The Journal of The University of Duhok (ISSN: 2521-4861) 26 (2), 277-288 , 2023 2023 Citations: 50
Enhancing brain tumor classification with data augmentation and densenet121 NA Zebari, AAH Alkurdi, RB Marqas, MS Salih Academic Journal of Nawroz University 12 (4), 323-334 , 2023 2023 Citations: 41
Comparing Symmetric and Asymmetric cryptography in message encryption and decryption by using AES and RSA algorithms RB Marqas, SM Almufti, RR Ihsan Xi’an Jianzhu Keji Daxue Xuebao/Journal of Xi’an University of Architecture … , 2020 2020 Citations: 36
Real time face-mask detection with arduino to prevent covid-19 Spreading SM Almufti, RB Marqas, ZA Nayef, TS Mohamed Qubahan Academic Journal 1 (2), 39-46 , 2021 2021 Citations: 33
FIREBASE EFFICIENCY IN CSV DATA EXCHANGE THROUGH PHP-BASED WEBSITES RRA Ridwan B. Marqas, Saman M. Almufti Academic Journal of Nawroz University 11 (3), 410–414 , 2022 2022 Citations: 29
Cuckoo search algorithm: overview, modifications, and applications SM Almufti, RB Marqas, RR Asaad, AA Shaban International Journal of Scientific World 11 (1), 1-9 , 2025 2025 Citations: 15
A Median Filter With Evaluating of Temporal Ultrasound Image for Impulse Noise Removal for Kidney Diagnosis R Ihsan, S Almufti, R Marqas Journal of Applied Science and Technology Trends 1 (2), 71-77 , 2020 2020 Citations: 12
Evaluation of Information Security through Networks traffic traces for machine learning classification T saad Mohamed, R Marqas, SM Almufti, RR Asaad Babylonian Journal of Networking 2025, 25-42 , 2025 2025 Citations: 11
Image processing techniques for identifying impostor documents through digital forensic examination PS Othman, RR Ihsan, RB Marqas, SM Almufti Image Process. Tech 62, 1781-1794 , 2020 2020 Citations: 11
Evaluation of EHO, U-TACO and TS metaheuristics algorithms in solving TSP RB Marqas, SM Almufti, PS Othman, C Abdulrahman Journal of XI'an University of Architecture & Technology, XII (IV). doi 10 , 2020 2020 Citations: 10
Effect of mean filter on face image from video frames PS Othman, RB Marqas, DN Abdulqader, SM Almufti 2020 8th International Symposium on Digital Forensics and Security (ISDFS), 1-7 , 2020 2020 Citations: 9
Swarm-based optimisation strategies for structural engineering: A case study on welded beam design AA Shaban, SM Almufti, RR Asaad, RB Marqas FMDB Transactions on Sustainable Computer Letters 3 (1), 01-11 , 2025 2025 Citations: 8
A machine learning model for the prediction of heart attack risk in high-risk patients utilizing real-world data RB Marqas, A Mousa, F Özyurt, R Salih Academic Journal of Nawroz University 12 (4), 286-301 , 2023 2023 Citations: 4
Assessment of Enterprise Efficiency Factors Affecting Its ESG Rating V Rutskiy, RB Marqas, B Senapati, I Muda, S Mikhail, ... Computer Science On-line Conference, 236-243 , 2024 2024 Citations: 3
Innovative hybrid deep learning models for financial sentiment analysis RB Marqas, A Mousa, F Ozyurt Acadlore Trans. Mach. Learn 3 (4), 225-236 , 2024 2024 Citations: 3
