Radwa Marzouk

39 papers Journal 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel hybrid acoustic-optical communication system: innovations in real-time adaptability and performance in marine environments.
Telecommun. Syst.
Murad A. A. Almekhlafi, Fadwa M. Alrowais, Saied Alshahrani, Mohammed Maray, Mohammed A. AlAqil, Mohannad A. Alharbi, Abdulsamad Ebrahim Yahya, Radwa Marzouk
2025 J jnl
Cloud-to-Thing continuum-based sports monitoring system using machine learning and deep learning model.
PeerJ Comput. Sci.
Amal Alshardan, Hany Mahgoub, Saad Alahmari, Mohammed Alonazi, Radwa Marzouk, Abdullah Mohamed
2025 J jnl
Deep gradient reinforcement learning for music improvisation in cloud computing framework.
PeerJ Comput. Sci.
Fadwa M. Alrowais, Munya A. Arasi, Saud S. Alotaibi, Mohammed Alonazi, Radwa Marzouk, Ahmed S. Salama
2024 J jnl
Boosting Deep Feature Fusion-Based Detection Model for Fake Faces Generated by Generative Adversarial Networks for Consumer Space Environment.
IEEE Access
Fadwa M. Alrowais, Asma Abbas Hassan, Wafa Sulaiman Almukadi, Meshari Huwaytim Alanazi, Radwa Marzouk, Ahmed Mahmud
2024 J jnl
Chaotic Elephant Herd Optimization with Machine Learning for Arabic Hate Speech Detection.
Intell. Autom. Soft Comput.
Badriyya B. Al-Onazi, Jaber S. Alzahrani, Najm Alotaibi, Hussain Alshahrani, Mohamed Ahmed Elfaki, Radwa Marzouk, Heba Mohsen, Abdelwahed Motwakel
2024 J jnl
Harbor seal whiskers optimization algorithm with deep learning-based medical imaging analysis for gastrointestinal cancer detection.
Health Inf. Sci. Syst.
Amal Alshardan, Muhammad Kashif Saeed, Shoayee Dlaim Alotaibi, Abdullah Mujawib Alashjaee, Nahla Salih, Radwa Marzouk
2024 J jnl
Securing Consumer Electronics Devices: A Blockchain-Based Access Management Approach Enhanced by Deep Learning Threat Modeling for IoT Ecosystems.
IEEE Access
Mashael M. Asiri, Hessa Alfraihi, Yahia F. Said, Kamal M. Othman, Ahmed S. Salama, Radwa Marzouk
2024 J jnl
Transforming Transportation: Safe and Secure Vehicular Communication and Anomaly Detection With Intelligent Cyber-Physical System and Deep Learning.
IEEE Trans. Consumer Electron.
Hussah Nasser AlEisa, Fadwa M. Alrowais, Randa Allafi, Nabil Sharaf Almalki, Raji Faqih, Radwa Marzouk, Mrim M. Alnfiai, Abdelwahed Motwakel, Sara Saadeldeen Ibrahim
2023 J jnl
Artificial Fish Swarm Optimization with Deep Learning Enabled Opinion Mining Approach.
Comput. Syst. Sci. Eng.
Saud S. Alotaibi, Eatedal Alabdulkreem, Sami Althahabi, Manar Ahmed Hamza, Mohammed Rizwanullah, Abu Sarwar Zamani, Abdelwahed Motwakel, Radwa Marzouk
2023 J jnl
Automated Machine Learning Enabled Cybersecurity Threat Detection in Internet of Things Environment.
Comput. Syst. Sci. Eng.
Fadwa M. Alrowais, Sami Althahabi, Saud S. Alotaibi, Abdullah Mohamed, Manar Ahmed Hamza, Radwa Marzouk
2023 J jnl
Breast Cancer Classification Based on DNA Microarray Analysis.
IEEE Access
Sahar A. El-Rahman, Ala Saleh D. Alluhaidan, Radwa Marzouk
2023 J jnl
Convolutional Deep Belief Network Based Short Text Classification on Arabic Corpus.
Comput. Syst. Sci. Eng.
Abdelwahed Motwakel, Badriyya Alonazi, Jaber S. Alzahrani, Radwa Marzouk, Amira Sayed A. Aziz, Abu Sarwar Zamani, Ishfaq Yaseen, Amgad Atta Abdelmageed
2023 J jnl
Enhanced Crow Search with Deep Learning-Based Cyberattack Detection in SDN-IoT Environment.
Intell. Autom. Soft Comput.
Abdelwahed Motwakel, Fadwa M. Alrowais, Khaled Tarmissi, Radwa Marzouk, Abdullah Mohamed, Abu Sarwar Zamani, Ishfaq Yaseen, Mohamed I. Eldesouki
2023 J jnl
Gauss-Mapping Black Widow Optimization With Deep Extreme Learning Machine for Android Malware Classification Model.
IEEE Access
Ghadah Aldehim, Munya A. Arasi, Majdi Khalid, Sumayh S. Aljameel, Radwa Marzouk, Heba Mohsen, Ishfaq Yaseen, Sara Saadeldeen Ibrahim
2023 J jnl
Hand Gesture Recognition for Disabled People Using Bayesian Optimization with Transfer Learning.
Intell. Autom. Soft Comput.
Fadwa M. Alrowais, Radwa Marzouk, Fahd N. Al-Wesabi, Anwer Mustafa Hilal
2023 J jnl
Henry Gas Solubility Optimization With Deep Learning Based Facial Emotion Recognition for Human Computer Interface.
IEEE Access
Hussah Nasser AlEisa, Fadwa M. Alrowais, Noha Negm, Nabil Sharaf Almalki, Majdi Khalid, Radwa Marzouk, Mrim M. Alnfiai, Gouse Pasha Mohammed, Amani A. Alneil
2023 J jnl
Hybrid mutation moth flame optimization with deep learning-based smart fabric defect detection.
Comput. Electr. Eng.
Nuha Alruwais, Eatedal Alabdulkreem, Khalid Mahmood, Radwa Marzouk, Mohammed Assiri, Amgad Atta Abdelmageed, Sitelbanat Abdelbagi, Suhanda Drar
2023 J jnl
Improved Metaheuristics with Deep Learning Enabled Movie Review Sentiment Analysis.
Comput. Syst. Sci. Eng.
Abdelwahed Motwakel, Najm Alotaibi, Eatedal Alabdulkreem, Hussain Alshahrani, Mohamed Ahmed Elfaki, Mohamed K. Nour, Radwa Marzouk, Mahmoud Othman
2023 J jnl
Intelligent Cybersecurity Classification Using Chaos Game Optimization with Deep Learning Model.
Comput. Syst. Sci. Eng.
Eatedal Alabdulkreem, Saud S. Alotaibi, Mohammad Alamgeer, Radwa Marzouk, Anwer Mustafa Hilal, Abdelwahed Motwakel, Abu Sarwar Zamani, Mohammed Rizwanullah
2023 J jnl
Intracranial Haemorrhage Diagnosis Using Willow Catkin Optimization With Voting Ensemble Deep Learning on CT Brain Imaging.
IEEE Access
Noha Negm, Ghadah Aldehim, Faisal Mohammed Nafie, Radwa Marzouk, Mohammed Assiri, Mohamed Ibrahim Alsaid, Suhanda Drar, Sitelbanat Abdelbagi
2023 J jnl
Laryngeal Cancer Detection and Classification Using Aquila Optimization Algorithm With Deep Learning on Throat Region Images.
IEEE Access
Fadwa M. Alrowais, Khalid Mahmood, Saud S. Alotaibi, Manar Ahmed Hamza, Radwa Marzouk, Abdullah Mohamed
2023 J jnl
Modeling of Blockchain Assisted Intrusion Detection on IoT Healthcare System Using Ant Lion Optimizer With Hybrid Deep Learning.
IEEE Access
Hayam Alamro, Radwa Marzouk, Nuha Alruwais, Noha Negm, Sumayh S. Aljameel, Majdi Khalid, Manar Ahmed Hamza, Mohamed Ibrahim Alsaid
2023 J jnl
Modeling of Botnet Detection Using Chaotic Binary Pelican Optimization Algorithm With Deep Learning on Internet of Things Environment.
IEEE Access
Fadwa M. Alrowais, Majdy Mohamed Eltayeb, Sumayh S. Aljameel, Radwa Marzouk, Gouse Pasha Mohammed, Ahmed S. Salama
2023 J jnl
Modified Earthworm Optimization With Deep Learning Assisted Emotion Recognition for Human Computer Interface.
IEEE Access
Fadwa M. Alrowais, Noha Negm, Majdi Khalid, Nabil Sharaf Almalki, Radwa Marzouk, Abdullah Mohamed, Mesfer Al Duhayyim, Amani A. Alneil
2023 J jnl
Modified Garden Balsan Optimization Based Machine Learning for Intrusion Detection.
Comput. Syst. Sci. Eng.
Mesfer Al Duhayyim, Jaber S. Alzahrani, Hanan Abdullah Mengash, Mrim M. Alnfiai, Radwa Marzouk, Gouse Pasha Mohammed, Mohammed Rizwanullah, Amgad Atta Abdelmageed
2023 J jnl
Pelican Optimization Algorithm with Federated Learning Driven Attack Detection model in Internet of Things environment.
Future Gener. Comput. Syst.
Fahd N. Al-Wesabi, Hanan Abdullah Mengash, Radwa Marzouk, Nuha Alruwais, Randa Allafi, Rana Alabdan, Meshal Alharbi, Deepak Gupta
2023 J jnl
Political Optimizer with Deep Learning-Enabled Tongue Color Image Analysis Model.
Comput. Syst. Sci. Eng.
Anwer Mustafa Hilal, Eatedal Alabdulkreem, Jaber S. Alzahrani, Majdy M. Eltahir, Mohamed I. Eldesouki, Ishfaq Yaseen, Abdelwahed Motwakel, Radwa Marzouk
2023 J jnl
Red Deer Optimization with Artificial Intelligence Enabled Image Captioning System for Visually Impaired People.
Comput. Syst. Sci. Eng.
Anwer Mustafa Hilal, Fadwa M. Alrowais, Fahd N. Al-Wesabi, Radwa Marzouk
2023 J jnl
Search and Rescue Optimization with Machine Learning Enabled Cybersecurity Model.
Comput. Syst. Sci. Eng.
Hanan Abdullah Mengash, Jaber S. Alzahrani, Majdy M. Eltahir, Fahd N. Al-Wesabi, Abdullah Mohamed, Manar Ahmed Hamza, Radwa Marzouk
2022 J jnl
An Analytical Predictive Models and Secure Web-Based Personalized Diabetes Monitoring System.
IEEE Access
Radwa Marzouk, Ala Saleh D. Alluhaidan, Sahar A. El-Rahman
2022 J jnl
Correction to "An Analytical Predictive Models and Secure Web-Based Personalized Diabetes Monitoring System".
IEEE Access
Radwa Marzouk, Ala Saleh D. Alluhaidan, Sahar A. El-Rahman
2022 J jnl
Hybrid leader based optimization with deep learning driven weed detection on internet of things enabled smart agriculture environment.
Comput. Electr. Eng.
Fadwa M. Alrowais, Mashael M. Asiri, Rana Alabdan, Radwa Marzouk, Anwer Mustafa Hilal, Ahmed Alkhayyat, Deepak Gupta
2022 J jnl
Oppositional poor and rich optimization with deep learning enabled secure internet of drone communication system.
Comput. Electr. Eng.
Fahd N. Al-Wesabi, Fadwa M. Alrowais, Jaber S. Alzahrani, Radwa Marzouk, Mesfer Al Duhayyim, Ahmed Alkhayyat, Deepak Gupta
2022 J jnl
Quasi-oppositional wild horse optimization based multi-agent path finding scheme for real time IoT systems.
Expert Syst. J. Knowl. Eng.
Radwa Marzouk, Jaber S. Alzahrani, Fadwa M. Alrowais, Fahd N. Al-Wesabi, Manar Ahmed Hamza
2022 J jnl
Smart Cities-Based Improving Atmospheric Particulate Matters Prediction Using Chi-Square Feature Selection Methods by Employing Machine Learning Techniques.
Appl. Artif. Intell.
Hanan Abdullah Mengash, Lal Hussain, Hany Mahgoub, A. Al-Qarafi, Mohamed K. Nour, Radwa Marzouk, Shahzad Ahmad Qureshi, Anwer Mustafa Hilal
2021 J jnl
Efficient HEVC steganography approach based on audio compression and encryption in QFFT domain for secure multimedia communication.
Multim. Tools Appl.
Naglaa F. Soliman, M. I. Khalil, Abeer D. Algarni, Sahar Ismail, Radwa Marzouk, Walid El Shafai
2015 J jnl
Trace representation of pseudorandom binary sequences derived from Euler quotients.
Appl. Algebra Eng. Commun. Comput.
Zhixiong Chen, Xiaoni Du, Radwa Marzouk
2014 J jnl
Trace representation of pseudorandom binary sequences derived from Euler quotients.
CoRR
Zhixiong Chen, Xiaoni Du, Radwa Marzouk
2010 J jnl
On the pseudorandomness of binary and quaternary sequences linked by the gray mapping.
Period. Math. Hung.
Radwa Marzouk, Arne Winterhof