Marwa Metwally Eid

35 papers Journal 33Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Objective Adaptive Car-Following Framework for Autonomous Connected Vehicles with Deep Reinforcement Learning.
Comput. Mater. Continua
Abu Tayab, Yanwen Li, Ahmad Syed, Ghanshyam G. Tejani, Doaa Sami Khafaga, El-Sayed M. El-Kenawy, Amel Ali Alhussan, Marwa Metwally Eid
2026 J jnl
Dynamic binary swordfish movement optimization algorithm for feature selection.
J. Big Data
Faris H. Rizk, Khaled Sh. Gaber, Marwa Metwally Eid, Doaa Sami Khafaga, Amel Ali Alhussan, El-Sayed M. El-Kenawy
2026 J jnl
Glider snake optimizer (GSO): a nature-inspired metaheuristic algorithm for global and engineering optimization problems.
Artif. Intell. Rev.
El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Ahmed Mohamed Zaki, Abdelhameed Ibrahim, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa Metwally Eid
2026 J jnl
Greylag Goose Optimization for smart building efficiency: feature selection and hyperparameter tuning in occupancy and energy management.
Clust. Comput.
Amal H. Alharbi, El-Sayed M. El-Kenawy, Faris H. Rizk, Khaled Sh. Gaber, Doaa Sami Khafaga, Marwa Metwally Eid
2026 J jnl
Hybrid Al-Biruni and Puma Optimization (BERPO) for boosting the classification of Quality-of-Service (QoS) in 5G networks.
J. Netw. Comput. Appl.
Amel Ali Alhussan, El-Sayed M. El-Kenawy, Marwa Metwally Eid, Nima Khodadadi
2026 J jnl
Optimization-Driven Learning for Leakage-Controlled Geospatial Modeling of Antenna Structure Registration Data.
IEEE Access
Sarah M. Alhammad, Marwa Metwally Eid, Ebrahim A. Mattar, El-Sayed M. El-Kenawy
2026 J jnl
Process Innovation via Adaptive Multi-exemplar Driven Optimization: Enhancing Engineering Design and Global Optimization Performance.
Int. J. Comput. Intell. Syst.
Abhishek Sharma, Wei Hong Lim, Tarek Berghout, Meng Choung Chiong, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa Metwally Eid, El-Sayed M. El-Kenawy
2025 J jnl
An Adaptive and Parallel Metaheuristic Framework for Wrapper-Based Feature Selection Using Arctic Puffin Optimization.
Comput. Mater. Continua
Wy-Liang Cheng, Wei Hong Lim, Kim Soon Chong, Sew Sun Tiang, Yit Hong Choo, El-Sayed M. El-Kenawy, Amal H. Alharbi, Marwa Metwally Eid
2025 J jnl
Emission prediction in hybrid electric vehicles using football optimization and reinforcement learning.
Discov. Comput.
Doaa Sami Khafaga, Amel Ali Alhussan, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Manish Kumar Singla, Jyoti Gupta, Anupma Gupta, Ekta Thakur, Abdelaziz A. Abdelhamid, Marwa Metwally Eid
2025 J jnl
Empowering heart attack treatment for women through machine learning and optimization techniques.
Comput. Biol. Medicine
Doaa Sami Khafaga, Marwa Metwally Eid, El-Sayed M. El-Kenawy, Ehsaneh Khodadadi, Amel Ali Alhussan, Nima Khodadadi
2025 J jnl
Enhancing sleep disorder classification using machine learning and metaheuristic optimization techniques.
Biomed. Signal Process. Control.
Amel Ali Alhussan, El-Sayed M. El-Kenawy, Doaa Sami Khafaga, Marwa Metwally Eid
2025 J jnl
Expedited Colorectal Cancer Detection Through a Dexterous Hybrid CADx System With Enhanced Image Processing and Augmented Polyp Visualization.
IEEE Access
Akella S. Narasimha Raju, K. Venkatesh, Ranjith Kumar Gatla, Marwa Metwally Eid, Aymen Flah, Zdenek Slanina, Ramy N. R. Ghaly
2025 J jnl
Groundwater Resource Prediction and Management Using Comment Feedback Optimization Algorithm for Deep Learning.
IEEE Access
Amel Ali Alhussan, El-Sayed M. El-Kenawy, Doaa Sami Khafaga, Amal H. Alharbi, Marwa Metwally Eid
2025 J jnl
Hybrid greylag goose and particle swarm optimization for early detection of Parkinson's disease from speech features.
Comput. Biol. Medicine
Doaa Sami Khafaga, Marwa Metwally Eid, Ehsan Khodadadi, El-Sayed M. El-Kenawy, Amel Ali Alhussan, Nima Khodadadi
2025 J jnl
Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach.
Int. J. Data Sci. Anal.
Nima Khodadadi, S. K. Towfek, Ahmed Mohamed Zaki, Amal H. Alharbi, Ehsan Khodadadi, Doaa Sami Khafaga, Laith Abualigah, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Marwa Metwally Eid
2024 J jnl
Greylag Goose Optimization: Nature-inspired optimization algorithm.
Expert Syst. Appl.
El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Abdelaziz A. Abdelhamid, Marwa Metwally Eid, Abdelhameed Ibrahim
2024 J jnl
Urban Electric Vehicle Charging Station Placement Optimization with Graylag Goose Optimization Voting Classifier.
Comput. Mater. Continua
Amel Ali Alhussan, Doaa Sami Khafaga, El-Sayed M. El-Kenawy, Marwa Metwally Eid, Abdelhameed Ibrahim
2023 J jnl
A Binary Waterwheel Plant Optimization Algorithm for Feature Selection.
IEEE Access
Amel Ali Alhussan, Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Doaa Sami Khafaga, Ayman Em Ahmed
2023 J jnl
A Recommendation System for Electric Vehicles Users Based on Restricted Boltzmann Machine and WaterWheel Plant Algorithms.
IEEE Access
Abdelhameed Ibrahim, El-Sayed M. El-Kenawy, Marwa Metwally Eid, Abdelaziz A. Abdelhamid, M. El-Said, Amal H. Alharbi, Doaa Sami Khafaga, Wael A. Awad, Rawya Y. Rizk, Nadjem Bailek, Mohammed A. Saeed
2023 J jnl
Advanced Meta-Heuristic Algorithm Based on Particle Swarm and Al-Biruni Earth Radius Optimization Methods for Oral Cancer Detection.
IEEE Access
Myriam Hadjouni, Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Mona Jamjoom, Doaa Sami Khafaga
2023 J jnl
Enhanced Dual Convolutional Neural Network Model Using Explainable Artificial Intelligence of Fault Prioritization for Industrial 4.0.
Sensors
Sekar Kidambi Raju, Seethalakshmi Ramaswamy, Marwa Metwally Eid, Sathiamoorthy Gopalan, Amel Ali Alhussan, Arunkumar Sukumar, Doaa Sami Khafaga
2023 J jnl
Forecasting Energy Consumption Using a Novel Hybrid Dipper Throated Optimization and Stochastic Fractal Search Algorithm.
Intell. Autom. Soft Comput.
Doaa Sami Khafaga, El-Sayed M. El-Kenawy, Amel Ali Alhussan, Marwa Metwally Eid
2023 J jnl
Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms.
IEEE Access
Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Doaa Sami Khafaga, Amel Ali Alhussan, Seyedali Mirjalili, Nima Khodadadi, Wei Hong Lim, Mahmoud Y. Shams
2022 J jnl
Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems.
IEEE Access
El-Sayed M. El-Kenawy, Seyedali Mirjalili, Fawaz Alassery, Yudong Zhang, Marwa Metwally Eid, Shady Y. El-Mashad, Bandar Abdullah Aloyaydi, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid
2022 J jnl
Pothole and Plain Road Classification Using Adaptive Mutation Dipper Throated Optimization and Transfer Learning for Self Driving Cars.
IEEE Access
Amel Ali Alhussan, Doaa Sami Khafaga, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Abdelaziz A. Abdelhamid
2022 J jnl
Robust Speech Emotion Recognition Using CNN+LSTM Based on Stochastic Fractal Search Optimization Algorithm.
IEEE Access
Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Bandar Alotaibi, Ghada M. Amer, Mahmoud Y. Abdelkader, Abdelhameed Ibrahim, Marwa Metwally Eid
2022 J jnl
Solving Optimization Problems of Metamaterial and Double T-Shape Antennas Using Advanced Meta-Heuristics Algorithms.
IEEE Access
Doaa Sami Khafaga, Amel Ali Alhussan, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Abdelaziz A. Abdelhamid
2021 J jnl
Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton's Laws.
IEEE Access
El-Sayed M. El-Kenawy, Seyedali Mirjalili, Sherif S. M. Ghoneim, Marwa Metwally Eid, Mohammed El-Said, Zeeshan Shafi Khan, Abdelhameed Ibrahim
2021 J jnl
Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification.
IEEE Access
El-Sayed M. El-Kenawy, Seyedali Mirjalili, Abdelhameed Ibrahim, Mohammed F. Alrahmawy, Mohammed El-Said, Rokaia M. Zaki, Marwa Metwally Eid
2021 J jnl
Detection of black-hole attacks in MANET using adaboost support vector machine.
J. Intell. Fuzzy Syst.
Noha A. Hikal, Mahmoud Y. Shams, Hanaa Salem, Marwa Metwally Eid
2020 J jnl
A new approach for palmprint image encryption based on hybrid chaotic maps.
J. King Saud Univ. Comput. Inf. Sci.
Noha A. Hikal, Marwa Metwally Eid
2020 — conf
Enhanced Technique for Detecting Active and Passive Black-Hole Attacks in MANET.
AISI
Marwa Metwally Eid, Noha A. Hikal
2020 J jnl
MbGWO-SFS: Modified Binary Grey Wolf Optimizer Based on Stochastic Fractal Search for Feature Selection.
IEEE Access
El-Sayed M. El-Kenawy, Marwa Metwally Eid, Mohamed Saber, Abdelhameed Ibrahim
2020 J jnl
Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images.
IEEE Access
El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Seyedali Mirjalili, Marwa Metwally Eid, Sherif E. Hussein
2015 — conf
Development of Iris Security System Using Adaptive Quality-Based Template Fusion.
ECC
Marwa Metwally Eid, Mohamed Azim Mohamed, M. A. Abou-El-Soud