RESEARCHER PROFILE
Marwa Metwally Eid
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Princess Nourah bint Abdulrahman University
Marwa Metwally Eid works in Metaheuristic Optimization Algorithms Research, Artificial Intelligence in Healthcare, Data Mining and Machine Learning Applications, Advanced Neural Network Applications, Smart Agriculture and AI. Recorded institutional associations include University of Bahrain, Princess Nourah bint Abdulrahman University, Jadara University.
240Publications
5,305Citations
38H-index
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.
Greylag Goose Optimization: Nature-inspired optimization algorithm
2023 · 586 citationsNovel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images
2020 · 197 citationsRobust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm
2022 · 194 citationsAdvanced Meta-Heuristic Algorithm Based on Particle Swarm and Al-Biruni Earth Radius Optimization Methods for Oral Cancer Detection
2023 · 150 citationsAdvanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification
2021 · 149 citationsMbGWO-SFS: Modified Binary Grey Wolf Optimizer Based on Stochastic Fractal Search for Feature Selection
2020 · 146 citationsA Binary Waterwheel Plant Optimization Algorithm for Feature Selection
2023 · 145 citationsMetaheuristic Optimization for Improving Weed Detection in Wheat Images Captured by Drones
2022 · 144 citationsFeature selection in wind speed forecasting systems based on meta-heuristic optimization
2023 · 133 citationsInnovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms
2023 · 133 citationsClassification of Monkeypox Images Based on Transfer Learning and the Al-Biruni Earth Radius Optimization Algorithm
2022 · 131 citationsWaterwheel Plant Algorithm: A Novel Metaheuristic Optimization Method
2023 · 131 citationsNovel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems
2022 · 108 citationsPothole and Plain Road Classification Using Adaptive Mutation Dipper Throated Optimization and Transfer Learning for Self Driving Cars
2022 · 107 citationsFeature Selection and Classification of Transformer Faults Based on Novel Meta-Heuristic Algorithm
2022 · 94 citationsMeta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases
2022 · 94 citationsPredicting Potato Crop Yield with Machine Learning and Deep Learning for Sustainable Agriculture
2024 · 94 citationsAn Al-Biruni Earth Radius Optimization-Based Deep Convolutional Neural Network for Classifying Monkeypox Disease
2022 · 93 citationsA Novel Bio-Inspired Optimization Algorithm Design for Wind Power Engineering Applications Time-Series Forecasting
2023 · 91 citationsGlider snake optimizer (GSO): a nature-inspired metaheuristic algorithm for global and engineering optimization problems
2026 · 91 citationsMeta-Heuristic Optimization and Keystroke Dynamics for Authentication of Smartphone Users
2022 · 78 citationsImproved weighted ensemble learning for predicting the daily reference evapotranspiration under the semi-arid climate conditions
2022 · 73 citationsSolving Optimization Problems of Metamaterial and Double T-Shape Antennas Using Advanced Meta-Heuristics Algorithms
2022 · 73 citationsAdvanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws
2021 · 72 citationsForecasting Production of Potato for a Sustainable Future: Global Market Analysis
2024 · 70 citations