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King Abdulaziz University: Jeddah, SA

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Ayman Yafoz

Works (50 of 53)

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Hybrid GWQBBA model for optimized classification of attacks in Intrusion Detection System

Alexandria Engineering Journal
2025-03 | Journal article
Contributors: Moneerah Alotaibi; Hanan Abdullah Mengash; Hamed Alqahtani; Ali M. Al-Sharafi; Abdulsamad Ebrahim Yahya; Sultan Refa Alotaibi; Alaa O. Khadidos; Ayman Yafoz
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Chaos Game Optimization with stacked LSTM sequence to sequence autoencoder for malware detection in IoT cloud environment

Alexandria Engineering Journal
2025-01 | Journal article
Contributors: Moneerah Alotaibi; Ghadah Aldehim; Mashael Maashi; Mashael M. Asiri; Faheed A.F. Alrslani; Sultan Refa Alotaibi; Ayman Yafoz; Raed Alsini
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Sandpiper optimization with hybrid deep learning model for blockchain-assisted intrusion detection in iot environment

Alexandria Engineering Journal
2025-01 | Journal article
Contributors: Mimouna Abdullah Alkhonaini; Manal Abdullah Alohali; Mohammed Aljebreen; Majdy M. Eltahir; Meshari H. Alanazi; Ayman Yafoz; Raed Alsini; Alaa O. Khadidos
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An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System

IEEE Access
2024 | Journal article
Contributors: Omar Alghushairy; Raed Alsini; Zakhriya Alhassan; Abdulrahman A. Alshdadi; Ameen Banjar; Ayman Yafoz; Xiaogang Ma
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An enhanced tunicate swarm algorithm with deep-learning based rice seedling classification for sustainable computing based smart agriculture

AIMS Mathematics
2024 | Journal article
EID:

2-s2.0-85187885774

Part of ISSN: 24736988
Contributors: Alohali, M.A.; Al-Mutiri, F.; Othman, K.M.; Yafoz, A.; Alsini, R.; Salama, A.S.
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Ayman Yafoz via Scopus - Elsevier

Exploiting histopathological imaging for early detection of lung and colon cancer via ensemble deep learning model

Scientific Reports
2024 | Journal article
EID:

2-s2.0-85202979203

Part of ISSN: 20452322
Contributors: Alotaibi, M.; Alshardan, A.; Maashi, M.; Asiri, M.M.; Alotaibi, S.R.; Yafoz, A.; Alsini, R.; Khadidos, A.O.
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Golden jackal optimization algorithm with deep learning assisted intrusion detection system for network security

Alexandria Engineering Journal
2024 | Journal article
EID:

2-s2.0-85178999955

Part of ISSN: 11100168
Contributors: Aljehane, N.O.; Mengash, H.A.; Eltahir, M.M.; Alotaibi, F.A.; Aljameel, S.S.; Yafoz, A.; Alsini, R.; Assiri, M.
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Ayman Yafoz via Scopus - Elsevier

Green Anaconda Optimization Based Energy Aware Clustering Protocol for 6G Wireless Communication Systems

Mobile Networks and Applications
2024 | Journal article
Contributors: Motwakel, Abdelwahed; Hashim, Aisha Hassan Abdalla; Mengash, Hanan Abdullah; Alruwais, Nuha; Yafoz, Ayman; Alsini, Raed; Edris, Alaa
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IP-GCN: A deep learning model for prediction of insulin using graph convolutional network for diabetes drug design

Journal of Computational Science
2024 | Journal article
EID:

2-s2.0-85198580244

Part of ISSN: 18777503
Contributors: Ali, F.; Khalid, M.; Almuhaimeed, A.; Masmoudi, A.; Alghamdi, W.; Yafoz, A.
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Ayman Yafoz via Scopus - Elsevier

Unmasking GAN-Generated Faces with Optimal Deep Learning and Cognitive Computing-Based Cutting-Edge Detection System

Cognitive Computation
2024 | Journal article
EID:

2-s2.0-85197404400

Part of ISSN: 18669964 18669956
Contributors: Alabdan, R.; Alsamri, J.; Hassine, S.B.H.; Alotaibi, F.A.; Alotaibi, S.S.; Yafoz, A.; Alnfiai, M.M.; Al Duhayyim, M.
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Ayman Yafoz via Scopus - Elsevier

VEGF-ERCNN: A deep learning-based model for prediction of vascular endothelial growth factor using ensemble residual CNN

Journal of Computational Science
2024 | Journal article
EID:

2-s2.0-85204451174

Part of ISSN: 18777503
Contributors: Ali, F.; Khalid, M.; Masmoudi, A.; Alghamdi, W.; Yafoz, A.; Alsini, R.
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Ayman Yafoz via Scopus - Elsevier

INTEGRATING FRACTAL SNOW ABLATION OPTIMIZER WITH BAYESIAN MACHINE LEARNING FOR ASPECT-LEVEL SENTIMENT ANALYSIS ON SOCIAL MEDIA

Fractals
2024-12 | Journal article
Contributors: SHOUKI A. EBAD; WALA BIN SUBAIT; NADHEM NEMRI; WAFA SULAIMAN ALMUKADI; NASSER ALJOHANI; AYMAN YAFOZ; RAED ALSINI; MESFER AL DUHAYYIM
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NEXT-GENERATION EDGE CLOUD-TO-THING CONTINUUM MODEL FOR EVALUATING CHILDREN’S MOTOR SKILLS USING DEEP LEARNING ALGORITHM

Fractals
2024-12 | Journal article
Contributors: MOHAMMED ALJEBREEN; AMAL ALSHARDAN; SIWAR BEN HAJ HASSINE; ACHRAF BEN MILED; HANEEN A. AL-KHAWAJA; AYMAN YAFOZ; RAED ALSINI
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PYRAMID CHANNEL-BASED FEATURE ATTENTION NETWORK WITH ENSEMBLE LEARNING-BASED UAV IMAGE CLASSIFICATION ON IOT-ASSISTED REMOTE SENSING ENVIRONMENT

Fractals
2024-12 | Journal article
Contributors: SAUD S. ALOTAIBI; SANA ALAZWARI; IMAN BASHETI; OMAR ALGHUSHAIRY; AYMAN YAFOZ; RAED ALSINI; FOUAD SHOIE ALALLAH
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Class imbalanced data handling with cyberattack classification using Hybrid Salp Swarm Algorithm with deep learning approach

Alexandria Engineering Journal
2024-11 | Journal article
Contributors: Bayan Alabduallah; Mohammed Maray; Nuha Alruwais; Rana Alabdan; Abdulbasit A. Darem; Fouad Shoie Alallah; Raed Alsini; Ayman Yafoz
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Drones in Action: A Comprehensive Analysis of Drone-Based Monitoring Technologies

Data and Metadata
2024-09-02 | Journal article
Contributors: Ayman Yafoz
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Applied Linguistics with Mixed Leader Optimizer Based English Text Summarization Model

Intelligent Automation and Soft Computing (Autosoft Journal)
2023 | Journal article
Contributors: Alshahrani, Hala J.; Tarmissi, Khaled; Yafoz, Ayman; Mohamed, Abdullah; Hamza, Manar Ahmed; Yaseen, Ishfaq; Zamani, Abu Sarwar; Mahzari, Mohammad
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Deer Hunting Optimization with Deep Learning Enabled Emotion Classification on English Twitter Data

Computer Systems Science and Engineering
2023 | Journal article
EID:

2-s2.0-85176944395

Part of ISSN: 02676192
Contributors: Motwakel, A.; Alshahrani, H.J.; Alzahrani, J.S.; Yafoz, A.; Mohsen, H.; Yaseen, I.; Abdelmageed, A.A.; Eldesouki, M.I.
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Ayman Yafoz via Scopus - Elsevier

Improved Fruitfly Optimization with Stacked Residual Deep Learning Based Email Classification

Intelligent Automation and Soft Computing (Autosoft Journal)
2023 | Journal article
Contributors: Alshahrani, Hala J.; Tarmissi, Khaled; Yafoz, Ayman; Mohamed, Abdullah; Motwakel, Abdelwahed; Yaseen, Ishfaq; Abdelmageed, Amgad Atta; Mahzari, Mohammad
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Modified Red Fox Optimizer With Deep Learning Enabled False Data Injection Attack Detection

IEEE Access
2023 | Journal article
Contributors: Hayam Alamro; Khalid Mahmood; Sumayh S. Aljameel; Ayman Yafoz; Raed Alsini; Abdullah Mohamed
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Optimal Deep Hybrid Boltzmann Machine Based Arabic Corpus Classification Model

Computer Systems Science and Engineering
2023 | Journal article
Contributors: Mesfer Al Duhayyim; Badriyya B. Al-onazi; Mohamed K. Nour; Ayman Yafoz; Amal S. Mehanna; Ishfaq Yaseen; Amgad Atta Abdelmageed; Gouse Pasha Mohammed
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Optimal Quad Channel Long Short-Term Memory Based Fake News Classification on English Corpus

Computer Systems Science and Engineering
2023 | Journal article
Contributors: Manar Ahmed Hamza; Hala J. Alshahrani; Khaled Tarmissi; Ayman Yafoz; Amal S. Mehanna; Ishfaq Yaseen; Amgad Atta Abdelmageed; Mohamed I. Eldesouki
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Optimal Synergic Deep Learning for COVID-19 Classification Using Chest X-Ray Images

Computers, Materials and Continua
2023 | Journal article
Contributors: Escorcia-Gutierrez, Jose; Gamarra, Margarita; Soto-Diaz, Roosvel; Alsafari, Safa; Yafoz, Ayman; Mansour, Romany F.
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Remote Sensing Image Encryption Using Optimal Key Generation-Based Chaotic Encryption

Computer Systems Science and Engineering
2023 | Journal article
Contributors: Mesfer Al Duhayyim; Fatma S. Alrayes; Saud S. Alotaibi; Sana Alazwari; Nasser Allheeib; Ayman Yafoz; Raed Alsini; Amira Sayed A. Aziz
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Physical Stint Virtual Representation of Biomedical Signals With Wireless Sensors Using Swarm Intelligence Optimization Algorithm

IEEE Sensors Journal
2023-02-15 | Journal article
Contributors: S. Shitharth; Saud Yonbawi; Hariprasath Manoharan; Sultan Alahmari; Ayman Yafoz; Hana Mujlid
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A Classy Multifacet Clustering and Fused Optimization Based Classification Methodologies for SCADA Security

Energies
2022 | Journal article
Contributors: Khadidos, Alaa O.; Manoharan, Hariprasath; Selvarajan, Shitharth; Khadidos, Adil O.; Alyoubi, Khaled H.; Yafoz, Ayman
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An Efficient Mechanism for Deep Web Data Extraction Based on Tree-Structured Web Pattern Matching

Wireless Communications and Mobile Computing
2022 | Journal article
Contributors: Ahamed, B. Bazeer; Yuvaraj, D.; Shitharth, S.; Mirza, Olfat M.; Alsobhi, Aisha; Yafoz, Ayman
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An Intelligent Security Framework Based on Collaborative Mutual Authentication Model for Smart City Networks

IEEE Access
2022 | Journal article
Contributors: Alaa O. Khadidos; S. Shitharth; Hariprasath Manoharan; Ayman Yafoz; Adil O. Khadidos; Khaled H. Alyoubi
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An optimization-based machine learning technique for smart home security using 5G

Computers & Electrical Engineering
2022 | Journal article
Contributors: Sharma, Vidhu Kiran; Mohapatra, Srikanta Kumar; Shitharth, S.; Yonbawi, Saud; Yafoz, Ayman; Alahmari, Sultan
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Analysing the Sentiments in Online Reviews with Special Focus on Automobile Market

International Conference on Agents and Artificial Intelligence (ICAART)
2022 | Conference paper
Contributors: Yafoz, Ayman; Syed, Farial; Mouhoub, Malek; Fan, Lisa
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Computational Linguistics Based Emotion Detection and Classification Model on Social Networking Data

Applied Sciences
2022 | Journal article
Contributors: Al-Baity, Heyam H.; Alshahrani, Hala J.; Nour, Mohamed K.; Yafoz, Ayman; Alghushairy, Omar; Alsini, Raed; Othman, Mahmoud
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Computational Linguistics with Deep-Learning-Based Intent Detection for Natural Language Understanding

Applied Sciences
2022 | Journal article
Contributors: Alshahrani, Hala J.; Tarmissi, Khaled; Alshahrani, Hussain; Elfaki, Mohamed Ahmed; Yafoz, Ayman; Alsini, Raed; Alghushairy, Omar; Hamza, Manar Ahmed
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Deep Conviction Systems for Biomedical Applications Using Intuiting Procedures With Cross Point Approach

Frontiers in Public Health
2022 | Journal article
Contributors: Manoharan, Hariprasath; Selvarajan, Shitharth; Yafoz, Ayman; Alterazi, Hassan A.; Uddin, Mueen; Chen, Chin-Ling; Wu, Chih-Ming
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Dwarf Mongoose Optimization with Machine-Learning-Driven Ransomware Detection in Internet of Things Environment

Applied Sciences
2022 | Journal article
Contributors: Alissa, Khalid A.; Elkamchouchi, Dalia H.; Tarmissi, Khaled; Yafoz, Ayman; Alsini, Raed; Alghushairy, Omar; Mohamed, Abdullah; Al Duhayyim, Mesfer
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Dwarf Mongoose Optimization-Based Secure Clustering with Routing Technique in Internet of Drones

Drones
2022 | Journal article
Contributors: Alrayes, Fatma S.; Alzahrani, Jaber S.; Alissa, Khalid A.; Alharbi, Abdullah; Alshahrani, Hussain; Elfaki, Mohamed Ahmed; Yafoz, Ayman; Mohamed, Abdullah; Hilal, Anwer Mustafa
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Empirical Compression Features of Mobile Computing and Data Applications Using Deep Neural Networks

Security and Communication Networks
2022 | Journal article
Contributors: Almagrabi, Hana; Alshareef, Abdulrhman M. M.; Manoharan, Hariprasath; Mujlid, Hana; Yafoz, Ayman; Selvarajan, Shitharth
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Feature Subset Selection Hybrid Deep Belief Network Based Cybersecurity Intrusion Detection Model

Electronics
2022 | Journal article
Contributors: Alissa, Khalid A.; Shaiba, Hadil; Gaddah, Abdulbaset; Yafoz, Ayman; Alsini, Raed; Alghushairy, Omar; Aziz, Amira Sayed A.; Al Duhayyim, Mesfer
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Hyper spectral image classifications for monitoring harvests in agriculture using fly optimization algorithm

Computers & Electrical Engineering
2022 | Journal article
Contributors: Shitharth, S.; Manoharan, Hariprasath; Alshareef, Abdulrhman M.; Yafoz, Ayman; Alkhiri, Hassan; Mirza, Olfat M.
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Intelligent facial expression recognition and classification using optimal deep transfer learning model

Image and Vision Computing
2022 | Journal article
Contributors: Albraikan, Amani Abdulrahman; Alzahrani, Jaber S.; Alshahrani, Reem; Yafoz, Ayman; Alsini, Raed; Hilal, Anwer Mustafa; Alkhayyat, Ahmed; Gupta, Deepak
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Line Overload Alleviations in Wind Energy Integrated Power Systems Using Automatic Generation Control

Sustainability
2022 | Journal article
Contributors: Ullah, Kaleem; Basit, Abdul; Ullah, Zahid; Asghar, Rafiq; Aslam, Sheraz; Yafoz, Ayman
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Modeling of Botnet Detection Using Barnacles Mating Optimizer with Machine Learning Model for Internet of Things Environment

Electronics
2022 | Journal article
Contributors: Alrayes, Fatma S.; Maray, Mohammed; Gaddah, Abdulbaset; Yafoz, Ayman; Alsini, Raed; Alghushairy, Omar; Mohsen, Heba; Motwakel, Abdelwahed
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Optimal and Efficient Deep Learning Model for Brain Tumor Magnetic Resonance Imaging Classification and Analysis

Applied Sciences
2022 | Journal article
Contributors: Hamza, Manar Ahmed; Mengash, Hanan Abdullah; Alotaibi, Saud S.; Hassine, Siwar Ben Haj; Yafoz, Ayman; Althukair, Fahd; Othman, Mahmoud; Marzouk, Radwa
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Planet Optimization with Deep Convolutional Neural Network for Lightweight Intrusion Detection in Resource-Constrained IoT Networks

Applied Sciences
2022 | Journal article
Contributors: Alissa, Khalid A.; Alrayes, Fatma S.; Tarmissi, Khaled; Yafoz, Ayman; Alsini, Raed; Alghushairy, Omar; Othman, Mahmoud; Motwakel, Abdelwahed
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Road Damage Detection Using the Hunger Games Search with Elman Neural Network on High-Resolution Remote Sensing Images

Remote Sensing
2022-12-08 | Journal article
Contributors: Mesfer Al Duhayyim; Areej A. Malibari; Abdullah Alharbi; Kallekh Afef; Ayman Yafoz; Raed Alsini; Omar Alghushairy; Heba Mohsen
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Wavelet Mutation with Aquila Optimization-Based Routing Protocol for Energy-Aware Wireless Communication

Sensors
2022-11-04 | Journal article
Contributors: Someah Alangari; Marwa Obayya; Abdulbaset Gaddah; Ayman Yafoz; Raed Alsini; Omar Alghushairy; Ahmed Ashour; Abdelwahed Motwakel
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A Hybrid Deep Learning-Based Model for Detection of Electricity Losses Using Big Data in Power Systems

Sustainability
2022-10-21 | Journal article
Contributors: Adnan Khattak; Rasool Bukhsh; Sheraz Aslam; Ayman Yafoz; Omar Alghushairy; Raed Alsini
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Sentiment Analysis in Arabic Social Media Using Deep Learning Models

IEEE International Conference on Systems, Man, and Cybernetics
2021 | Conference paper
Contributors: Yafoz, Ayman; Mouhoub, Malek
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Analyzing Machine Learning Algorithms for Sentiments in Arabic Text

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2020 | Conference paper
EID:

2-s2.0-85098853443

Part of ISBN: 9781728185262
Part of ISSN: 1062922X
Contributors: Yafoz, A.; Mouhoub, M.
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Ayman Yafoz via Scopus - Elsevier

Analyzing Machine Learning Algorithms for Sentiments in Arabic Text

IEEE International Conference on Systems, Man, and Cybernetics
2020 | Conference paper
Contributors: Yafoz, Ayman; Mouhoub, Malek
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Towards analysing the sentiments in the field of automobile with specific focus on Arabic language text

ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence
2020 | Conference paper
EID:

2-s2.0-85083113622

Part of ISBN: 9789897583957
Contributors: Yafoz, A.; Mouhoub, M.
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Ayman Yafoz via Scopus - Elsevier
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