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Author

Walaa Nagy Ismail

Observed names: Wala Ismail, Walaa Ismail, Walaa N Ismail, Walaa N., Walaa N. Ismail
ORCID: 0000-0002-1499-438X
Observed ORCID: 0000-0002-1499-438X
OpenAlex ID: A5045396441
CNN-Based Health Model for Regular Health Factors Analysis in Internet-of-Medical Things Environment
2020 · Walaa N. Ismail, Mohammad Mehedi Hassan, et al. · IEEE Access · 124
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Malware Threats and Detection for Industrial Mobile-IoT Networks
2018 · Shaila Sharmeen, Shamsul Huda, et al. · IEEE Access · 85
Mobile Cloud-Based Big Healthcare Data Processing in Smart Cities
2017 · MD. Mofijul Islam, MD. Abdur Razzaque, et al. · IEEE Access · 82
A Meta-Heuristic Multi-Objective Optimization Method for Alzheimer’s Disease Detection Based on Multi-Modal Data
2023 · Walaa N. Ismail, Fathimathul Rajeena P. P., et al. · Mathematics · 73
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AUTO-HAR: An adaptive human activity recognition framework using an automated CNN architecture design
2023 · Walaa N. Ismail, Hessah A. Alsalamah, et al. · Heliyon · 69
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A Decision-Level Fusion Method for COVID-19 Patient Health Prediction
2021 · Abdu Gumaei, Walaa N. Ismail, et al. · Big Data Research · 62
Revisiting recommender systems: an investigative survey
2025 · Osman Ali Sadek Ibrahim, Eman M. G. Younis, et al. · Neural Computing and Applications · 43
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MULTforAD: Multimodal MRI Neuroimaging for Alzheimer’s Disease Detection Based on a 3D Convolution Model
2022 · Walaa N. Ismail, Fathimathul Rajeena P.P, et al. · Electronics · 37
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A framework of genetic algorithm-based CNN on multi-access edge computing for automated detection of COVID-19
2022 · Md Rafiul Hassan, Walaa N. Ismail, et al. · The Journal of Supercomputing · 30
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Probability-Based Centralized Device for Spectrum Handoff in Cognitive Radio Networks
2019 · Manav Aggarwal, T. Velmurugan, et al. · IEEE Access · 30
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Mining of productive periodic-frequent patterns for IoT data analytics
2018 · Walaa N. Ismail, Mohammad Mehedi Hassan, et al. · Future Generation Computer Systems · 29
A novel CatractNetDetect deep learning model for effective cataract classification through data fusion of fundus images
2024 · Walaa N. Ismail, Hessah A. Alsalamah · Discover Artificial Intelligence · 26
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Snake-Efficient Feature Selection-Based Framework for Precise Early Detection of Chronic Kidney Disease
2023 · Walaa N. Ismail · Diagnostics · 23
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Context-Enriched Regular Human Behavioral Pattern Detection From Body Sensors Data
2019 · Walaa N. Ismail, Mohammad Mehedi Hassan, et al. · IEEE Access · 23
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Mining productive-periodic frequent patterns in tele-health systems
2018 · Walaa N. Ismail, Mohammad Mehedi Hassan, et al. · Journal of Network and Computer Applications · 22
A Metaheuristic Harris Hawks Optimization Algorithm for Weed Detection Using Drone Images
2023 · Fathimathul Rajeena P.P., Walaa N. Ismail, et al. · Applied Sciences · 20
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Mining Productive-Associated Periodic-Frequent Patterns in Body Sensor Data for Smart Home Care
2017 · Wala Ismail, Mohammad Mehedi Hassan · Sensors · 19
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Efficient Harris Hawk Optimization (HHO)-Based Framework for Accurate Skin Cancer Prediction
2023 · Walaa N. Ismail, Hessah A. Alsalamah · Mathematics · 17
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A Novel Metaheuristic-Based Methodology for Attack Detection in Wireless Communication Networks
2025 · Walaa N. Ismail · Mathematics · 15
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Genetic-efficient fine-tuning with layer pruning on multimodal Covid-19 medical imaging
2023 · Walaa N. Ismail, Hessah A. Alsalamah, et al. · Neural Computing and Applications · 15
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A two-stage framework for Arabic social media text misinformation detection combining data augmentation and AraBERT
2024 · Ebtsam A. Mohamed, Walaa N. Ismail, et al. · Social Network Analysis and Mining · 13
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GA-Stacking: A New Stacking-Based Ensemble Learning Method to Forecast the COVID-19 Outbreak
2022 · Walaa N. Ismail, Hessah A. Alsalamah, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 13
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The Impact of the Weighted Features on the Accuracy of X-Platform’s User Credibility Detection Using Supervised Machine Learning
2024 · Nahid R. Abid-Althaqafi, Hessah A. Alsalamah, et al. · IEEE Access · 9
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A Swarm-Based Multi-Objective Framework for Lightweight and Real-Time IoT Intrusion Detection
2025 · Hessah A. Alsalamah, Walaa N. Ismail · Mathematics · 7
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Evolutionary Computation for Feature Optimization and Image-Based Dimensionality Reduction in IoT Intrusion Detection
2025 · Hessah A. Alsalamah, Walaa N. Ismail · Mathematics · 6
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Works count: 40
Citation count: 913
H-index: 17
I10-index: 22
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