Radwa Marzouk - researchr alias

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Viewing Publication 1 - 34 from 34

2025

Deep gradient reinforcement learning for music improvisation in cloud computing frameworkFadwa M. Alrowais, Munya A. Arasi, Saud S. Alotaibi, Mohammed Alonazi, Radwa Marzouk, Ahmed S. Salama. peerj-cs, 11, 2025. [doi]

Cloud-to-Thing continuum-based sports monitoring system using machine learning and deep learning modelAmal Alshardan, Hany Mahgoub, Saad Alahmari, Mohammed Alonazi, Radwa Marzouk, Abdullah Mohamed. peerj-cs, 11, 2025. [doi]

2024

Transforming Transportation: Safe and Secure Vehicular Communication and Anomaly Detection With Intelligent Cyber-Physical System and Deep LearningHussah Nasser Aleisa, Fadwa M. Alrowais, Randa Allafi, Nabil Sharaf Almalki, Raji Faqih, Radwa Marzouk, Mrim M. Alnfiai, Abdelwahed Motwakel, Sara Saadeldeen Ibrahim. tce, 70(1):1736-1746, February 2024. [doi]

Boosting Deep Feature Fusion-Based Detection Model for Fake Faces Generated by Generative Adversarial Networks for Consumer Space EnvironmentFadwa M. Alrowais, Asma Abbas Hassan, Wafa Sulaiman Almukadi, Meshari H. Alanazi, Radwa Marzouk, Ahmed Mahmud. access, 12:147680-147693, 2024. [doi]

Harbor seal whiskers optimization algorithm with deep learning-based medical imaging analysis for gastrointestinal cancer detectionAmal Alshardan, Muhammad Kashif Saeed, Shoayee Dlaim Alotaibi, Abdullah M. Alashjaee, Nahla Salih, Radwa Marzouk. hisas, 12(1):35, December 2024. [doi]

Securing Consumer Electronics Devices: A Blockchain-Based Access Management Approach Enhanced by Deep Learning Threat Modeling for IoT EcosystemsMashael M. Asiri, Hessa Alfraihi, Yahia Said, Kamal M. Othman, Ahmed S. Salama, Radwa Marzouk. access, 12:110671-110680, 2024. [doi]

2023

Pelican Optimization Algorithm with Federated Learning Driven Attack Detection model in Internet of Things environmentFahd N. Al-Wesabi, Hanan Abdullah Mengash, Radwa Marzouk, Nuha Alruwais, Randa Allafi, Rana Alabdan, Meshal Alharbi, Deepak Gupta 0002. fgcs, 148:118-127, November 2023. [doi]

Intelligent Cybersecurity Classification Using Chaos Game Optimization with Deep Learning ModelEatedal Alabdulkreem, Saud S. Alotaibi, Mohammad Alamgeer, Radwa Marzouk, Anwer Mustafa Hilal, Abdelwahed Motwakel, Abu Sarwar Zamani, Mohammed Rizwanullah. csse, 45(1):971-983, 2023. [doi]

Modeling of Blockchain Assisted Intrusion Detection on IoT Healthcare System Using Ant Lion Optimizer With Hybrid Deep LearningHayam Alamro, Radwa Marzouk, Nuha Alruwais, Noha Negm, Sumayh S. Aljameel, Majdi Khalid, Manar Ahmed Hamza, Mohamed Ibrahim Alsaid. access, 11:82199-82207, 2023. [doi]

Gauss-Mapping Black Widow Optimization With Deep Extreme Learning Machine for Android Malware Classification ModelGhadah Aldehim, Munya A. Arasi, Majdi Khalid, Sumayh S. Aljameel, Radwa Marzouk, Heba Mohsen, Ishfaq Yaseen, Sara Saadeldeen Ibrahim. access, 11:87062-87070, 2023. [doi]

Henry Gas Solubility Optimization With Deep Learning Based Facial Emotion Recognition for Human Computer InterfaceHussah Nasser Aleisa, Fadwa M. Alrowais, Noha Negm, Nabil Almalki, Majdi Khalid, Radwa Marzouk, Mrim M. Alnfiai, Gouse Pasha Mohammed, Amani A. Alneil. access, 11:62233-62241, 2023. [doi]

Artificial Fish Swarm Optimization with Deep Learning Enabled Opinion Mining ApproachSaud S. Alotaibi, Eatedal Alabdulkreem, Sami Althahabi, Manar Ahmed Hamza, Mohammed Rizwanullah, Abu Sarwar Zamani, Abdelwahed Motwakel, Radwa Marzouk. csse, 45(1):737-751, 2023. [doi]

Automated Machine Learning Enabled Cybersecurity Threat Detection in Internet of Things EnvironmentFadwa AlRowais, Sami Althahabi, Saud S. Alotaibi, Abdullah Mohamed, Manar Ahmed Hamza, Radwa Marzouk. csse, 45(1):687-700, 2023. [doi]

Laryngeal Cancer Detection and Classification Using Aquila Optimization Algorithm With Deep Learning on Throat Region ImagesFadwa M. Alrowais, Khalid Mahmood 0005, Saud S. Alotaibi, Manar Ahmed Hamza, Radwa Marzouk, Abdullah Mohamed. access, 11:115306-115315, 2023. [doi]

Modeling of Botnet Detection Using Chaotic Binary Pelican Optimization Algorithm With Deep Learning on Internet of Things EnvironmentFadwa M. Alrowais, Majdy Mohamed Eltayeb, Sumayh S. Aljameel, Radwa Marzouk, Gouse Pasha Mohammed, Ahmed S. Salama. access, 11:130618-130626, 2023. [doi]

Modified Earthworm Optimization With Deep Learning Assisted Emotion Recognition for Human Computer InterfaceFadwa M. Alrowais, Noha Negm, Majdi Khalid, Nabil Almalki, Radwa Marzouk, Abdullah Mohamed, Mesfer Al Duhayyim, Amani A. Alneil. access, 11:35089-35096, 2023. [doi]

Hybrid mutation moth flame optimization with deep learning-based smart fabric defect detectionNuha Alruwais, Eatedal Alabdulkreem, Khalid Mahmood, Radwa Marzouk, Mohammed Assiri, Amgad Atta Abdelmageed, Sitelbanat Abdelbagi, Suhanda Drar. cee, 108:108706, May 2023. [doi]

Modified Garden Balsan Optimization Based Machine Learning for Intrusion DetectionMesfer Al Duhayyim, Jaber S. Alzahrani, Hanan Abdullah Mengash, Mrim M. Alnfiai, Radwa Marzouk, Gouse Pasha Mohammed, Mohammed Rizwanullah, Amgad Atta Abdelmageed. csse, 46(2):1471-1485, 2023. [doi]

Red Deer Optimization with Artificial Intelligence Enabled Image Captioning System for Visually Impaired PeopleAnwer Mustafa Hilal, Fadwa AlRowais, Fahd N. Al-Wesabi, Radwa Marzouk. csse, 46(2):1929-1945, 2023. [doi]

Political Optimizer with Deep Learning-Enabled Tongue Color Image Analysis ModelAnwer Mustafa Hilal, Eatedal Alabdulkreem, Jaber S. Alzahrani, Majdy M. Eltahir, Mohamed I. Eldesouki, Ishfaq Yaseen, Abdelwahed Motwakel, Radwa Marzouk. csse, 45(2):1129-1143, 2023. [doi]

Search and Rescue Optimization with Machine Learning Enabled Cybersecurity ModelHanan Abdullah Mengash, Jaber S. Alzahrani, Majdy M. Eltahir, Fahd N. Al-Wesabi, Abdullah Mohamed, Manar Ahmed Hamza, Radwa Marzouk. csse, 45(2):1393-1407, 2023. [doi]

Convolutional Deep Belief Network Based Short Text Classification on Arabic CorpusAbdelwahed Motwakel, Badriyya Alonazi, Jaber S. Alzahrani, Radwa Marzouk, Amira Sayed A. Aziz, Abu Sarwar Zamani, Ishfaq Yaseen, Amgad Atta Abdelmageed. csse, 45(3):3097-3113, 2023. [doi]

Improved Metaheuristics with Deep Learning Enabled Movie Review Sentiment AnalysisAbdelwahed Motwakel, Najm Alotaibi, Eatedal Alabdulkreem, Hussain Alshahrani, Mohamed Ahmed Elfaki, Mohamed K. Nour, Radwa Marzouk, Mahmoud Othman. csse, 47(1):1249-1266, 2023. [doi]

Intracranial Haemorrhage Diagnosis Using Willow Catkin Optimization With Voting Ensemble Deep Learning on CT Brain ImagingNoha Negm, Ghadah Aldehim, Faisal Mohammed Nafie, Radwa Marzouk, Mohammed Assiri, Mohamed Ibrahim Alsaid, Suhanda Drar, Sitelbanat Abdelbagi. access, 11:75474-75483, 2023. [doi]

Breast Cancer Classification Based on DNA Microarray AnalysisSahar A. El Rahman, Ala Saleh D. Alluhaidan, Radwa Marzouk. access, 11:138748-138758, 2023. [doi]

2022

Oppositional poor and rich optimization with deep learning enabled secure internet of drone communication systemFahd N. Al-Wesabi, Fadwa AlRowais, Jaber S. Alzahrani, Radwa Marzouk, Mesfer Al Duhayyim, Ahmed Alkhayyat, Deepak Gupta 0002. cee, 104(Part):108368, 2022. [doi]

Hybrid leader based optimization with deep learning driven weed detection on internet of things enabled smart agriculture environmentFadwa M. Alrowais, Mashael M. Asiri, Rana Alabdan, Radwa Marzouk, Anwer Mustafa Hilal, Ahmed Alkhayyat, Deepak Gupta 0002. cee, 104(Part):108411, 2022. [doi]

Quasi-oppositional wild horse optimization based multi-agent path finding scheme for real time IoT systemsRadwa Marzouk, Jaber S. Alzahrani, Fadwa AlRowais, Fahd N. Al-Wesabi, Manar Ahmed Hamza. es, 39(10), 2022. [doi]

Correction to "An Analytical Predictive Models and Secure Web-Based Personalized Diabetes Monitoring System"Radwa Marzouk, Ala Saleh D. Alluhaidan, Sahar A. El Rahman. access, 10:120922, 2022. [doi]

An Analytical Predictive Models and Secure Web-Based Personalized Diabetes Monitoring SystemRadwa Marzouk, Ala Saleh D. Alluhaidan, Sahar A. El Rahman. access, 10:105657-105673, 2022. [doi]

Smart Cities-Based Improving Atmospheric Particulate Matters Prediction Using Chi-Square Feature Selection Methods by Employing Machine Learning TechniquesHanan Abdullah Mengash, Lal Hussain, Hany Mahgoub, A. Al-Qarafi, Mohamed K. Nour, Radwa Marzouk, Shahzad Ahmad Qureshi, Anwer Mustafa Hilal. aai, 36(1), 2022. [doi]

2021

Efficient HEVC steganography approach based on audio compression and encryption in QFFT domain for secure multimedia communicationNaglaa F. Soliman, M. I. Khalil, Abeer D. Algarni, Sahar Ismail, Radwa Marzouk, Walid El Shafai. mta, 80(3):4789-4823, 2021. [doi]

2015

Trace representation of pseudorandom binary sequences derived from Euler quotientsZhixiong Chen, Xiaoni Du, Radwa Marzouk. aaecc, 26(6):555-570, 2015. [doi]

2010

On the pseudorandomness of binary and quaternary sequences linked by the gray mappingRadwa Marzouk, Arne Winterhof. pmh, 60(1):13-23, 2010. [doi]

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