Ridwan Boya Marqas
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Duhok Polytechnic University
Ridwan Boya Marqas works in Metaheuristic Optimization Algorithms Research, Blockchain Technology in Education and Learning, Blockchain Technology Applications and Security, Artificial Intelligence in Education, Quantum Information and Cryptography. Recorded institutional associations include Fırat University, Duhok Polytechnic University, Knowledge University.
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
Taxonomy of bio-inspired optimization algorithms
2019 · 58 citationsReal Time Face-mask Detection with Arduino to Prevent COVID-19 Spreading
2021 · 52 citationsA Survey on Cat Swarm Optimization Algorithm
2021 · 42 citationsA Comparative Study of Diabetes Detection Using The Pima Indian Diabetes Database
2023 · 37 citationsEnhancing Brain Tumor Classification with Data Augmentation and DenseNet121
2023 · 33 citationsComparative study between elephant herding optimization (EHO) and U-turning ant colony optimization (U-TACO) in solving symmetric traveling salesman problem (STSP)
2019 · 33 citationsFIREBASE EFFICIENCY IN CSV DATA EXCHANGE THROUGH PHP-BASED WEBSITES
2022 · 19 citationsEvaluation of Information Security through Networks traffic traces for machine learning classification
2025 · 13 citationsA Median Filter With Evaluating of Temporal Ultrasound Image for Impulse Noise Removal for Kidney Diagnosis
2020 · 12 citationsCuckoo search algorithm: overview, modifications, and applications
2025 · 10 citationsAdvancing Drug–Drug Interaction Prediction with Biomimetic Improvements: Leveraging the Latest Artificial Intelligence Techniques to Guide Researchers in the Field
2026 · 5 citationsA Modified Bat Algorithm for Economic Dispatch with Enhanced Performance Metrics
2025 · 4 citationsEffect of Mean Filter on Face Image from Video Frames
2020 · 4 citationsA Machine Learning Model for the Prediction of Heart Attack Risk in High-Risk Patients Utilizing Real-World Data
2023 · 3 citationsBenchmarking metaheuristic algorithms: a comprehensive review of test functions, real-world problems, and evaluation metrics
2025 · 2 citationsSwarm-Based Optimisation Strategies for Structural Engineering: A Case Study on Welded Beam Design
2025 · 2 citationsInnovative Hybrid Deep Learning Models for Financial Sentiment Analysis
2024 · 2 citationsRetracted: Advancements in Edge Computing Architectures: Optimizing Resource Allocation for IoT Applications
2025 · 1 citationsAdvancing AI: A Comprehensive Study of Novel Machine Learning Architectures
2025 · 1 citationsUnveiling explainability in artificial intelligence: a step to-wards transparent AI
2025 · 1 citationsImplementation and Experiments on Fingerprint Based Authentication System (FBAS) Using Delaunay Triangulation and Voronoi Diagram
2017 · 1 citationsData 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 · 0 citationsA Systematic Review of Data Science in Early Voice‐Based Detection of Parkinson's and Amyotrophic Lateral Sclerosis Neurodegenerative Diseases
2026 · 0 citationsAI-Driven Chatbots in Education: Enhancing Student Engagement and Support
2026 · 0 citationsSecure Federated Learning: Enhancing Privacy In Collaborative Machine Learning Environments
2026 · 0 citations