Mohamed Abd Elaziz

71 papers Journal 71

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Survey on Dialect Arabic Processing and Analysis: Recent Advances and Future Trends. ACM Trans. Asian Low Resour. Lang. Inf. Process. Abdelghani Dahou, Abdelhalim Hafedh Dahou, Mohamed Amine Chéragui, Amin Abdedaiem, Mohammed A. A. Al-qaness, Mohamed Abd Elaziz, Ahmed A. Ewees, Zhonglong Zheng
2025	J	`jnl`	Deep Transfer Learning Based on Hybrid Swin Transformers With LSTM for Intrusion Detection Systems in IoT Environment. IEEE Open J. Commun. Soc. Ibrahim Ahmed Fares, Ahmed Gamal Abdellatif, Mohamed Abd Elaziz, Mansour Shrahili, Adham A. Elmahallawy, Rana Muhammad Sohaib, Mahmoud A. Shawky, Syed Tariq Shah
2025	J	`jnl`	Deep learning-based feature selection for detection of autism spectrum disorder. Frontiers Artif. Intell. Ibrahim Nafisah, Nermine Mahmoud, Ahmed A. Ewees, Mohamed G. Khattap, Abdelghani Dahou, Safar M. Alghamdi, Ibrahim Ahmed Fares, Mohammed Azmi Al-Betar, Mohamed Abd Elaziz
2025	J	`jnl`	Dynamic comprehensive learning-based dung beetle optimizer using triangular mutation for polyps image segmentation. Comput. Biol. Chem. Mohamed Abd Elaziz, Diego Oliva, Alaa A. El-Bary, Ahmad O. Aseeri, Rehab Ali Ibrahim
2025	J	`jnl`	Enhancing particle swarm optimization based on optical computing mechanism: application to dyslexia detection. Frontiers Artif. Intell. Nermine Mahmoud, Mohamed Abd Elaziz, Abdelghani Dahou, Mohammad Ghatasheh, Ibrahim Ahmed Fares, Mohammed Azmi Al-Betar, Ahmed A. Ewees
2025	J	`jnl`	Explainable TabNet Transformer-based on Google Vizier Optimizer for Anomaly Intrusion Detection System. Knowl. Based Syst. Ibrahim Ahmed Fares, Mohamed Abd Elaziz
2025	J	`jnl`	Federated deep learning for malware detection and data protection in edge-enabled IoMT. Clust. Comput. Rahul Yadav, U. Kumaran, V. P. Meena, Wei Li, Guangsheng Feng, Mohamed Abd Elaziz
2025	J	`jnl`	Federated learning framework for IoT intrusion detection using tab transformer and nature-inspired hyperparameter optimization. Frontiers Big Data Mohamed Abd Elaziz, Ibrahim Ahmed Fares, Abdelghani Dahou, Mansour Shrahili
2025	J	`jnl`	Genetic algorithm-based hybrid deep learning model for explainable Alzheimer's disease prediction using temporal multimodal cognitive data. Int. J. Data Sci. Anal. Hager Saleh, Nora El-Rashidy, Mohamed Abd Elaziz, Ahmad O. Aseeri, Shaker H. Ali El-Sappagh
2025	J	`jnl`	Machine Learning Model for Wind Power Forecasting Using Enhanced Multilayer Perceptron. Comput. Mater. Continua Ahmed A. Ewees, Mohammed A. A. Al-qaness, Ali Alshahrani, Mohamed Abd Elaziz
2025	J	`jnl`	Polyp image segmentation based on improved planet optimization algorithm using reptile search algorithm. Neural Comput. Appl. Mohamed Abd Elaziz, Mohammed A. A. Al-qaness, Mohammed Azmi Al-Betar, Ahmed A. Ewees
2025	J	`jnl`	Q-GEV Based Novel Trainable Clustering Scheme for Reducing Complexity of Data Clustering. Expert Syst. J. Knowl. Eng. Mohamed Abd Elaziz, Esraa Osama Abo Zaid, Mohammed A. A. Al-qaness, Amjad Ali, Ali Kashif Bashir, Ahmed A. Ewees, Yasser D. Al-Otaibi, Ala I. Al-Fuqaha
2025	J	`jnl`	Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models. Internet Things Abdelghani Dahou, Syed Tariq Shah, Insaf Ullah, Tahira Mahboob, Ahmed Gamal Abdellatif, Mohamed Abd Elaziz, Ahmad Almogren, Mahmoud A. Shawky
2024	J	`jnl`	Boosting manta rays foraging optimizer by trigonometry operators: a case study on medical dataset. Neural Comput. Appl. Nabil Neggaz, Imène Neggaz, Mohamed Abd Elaziz, Abdelazim G. Hussien, Laith Abulaigh, Robertas Damasevicius, Gang Hu
2024	J	`jnl`	CKAN: Convolutional Kolmogorov-Arnold Networks Model for Intrusion Detection in IoT Environment. IEEE Access Mohamed Abd Elaziz, Ibrahim Ahmed Fares, Ahmad O. Aseeri
2024	J	`jnl`	Correction to: Fractional-order chaotic oscillator-based Aquila optimization algorithm for maximization of the chaotic with Lorentz oscillator. Neural Comput. Appl. Yakup Cavlak, Abdullah Ates, Laith Abualigah, Mohamed Abd Elaziz
2024	J	`jnl`	Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology. WIREs Data. Mining. Knowl. Discov. Mohamed Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Saeed Hamood Alsamhi, Laith Abualigah, Rehab Ali Ibrahim, Ahmed A. Ewees
2024	J	`jnl`	Fall Detection Systems for Internet of Medical Things Based on Wearable Sensors: A Review. IEEE Internet Things J. Zhiyuan Jiang, Mohammed A. A. Al-qaness, Dalal AL-Alimi, Ahmed A. Ewees, Mohamed Abd Elaziz, Abdelghani Dahou, Ahmed M. Helmi
2024	J	`jnl`	Human activity recognition and fall detection using convolutional neural network and transformer-based architecture. Biomed. Signal Process. Control. Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz, Ahmed M. Helmi
2024	J	`jnl`	Hybrid Enhanced Optimization-Based Intelligent Task Scheduling for Sustainable Edge Computing. IEEE Trans. Consumer Electron. Mohamed Abd Elaziz, Ibrahim Attiya, Laith Abualigah, Muddesar Iqbal, Amjad Ali, Ala I. Al-Fuqaha, Shaker H. Ali El-Sappagh
2024	J	`jnl`	Linguistic feature fusion for Arabic fake news detection and named entity recognition using reinforcement learning and swarm optimization. Neurocomputing Abdelghani Dahou, Mohamed Abd Elaziz, Haibaoui Mohamed, Abdelhalim Hafedh Dahou, Mohammed A. A. Al-qaness, Mohamed Ghetas, Ahmed Ewess, Zhonglong Zheng
2024	J	`jnl`	Modified Aquila Optimizer Feature Selection Approach and Support Vector Machine Classifier for Intrusion Detection System. Multim. Tools Appl. Laith Abualigah, Saba Hussein Ahmed, Mohammad H. Almomani, Raed Abu Zitar, Anas Ratib Alsoud, Belal Abuhaija, Essam Said Hanandeh, Heming Jia, Diaa Salama Abd Elminaam, Mohamed Abd Elaziz
2024	J	`jnl`	TCN-Inception: Temporal Convolutional Network and Inception modules for sensor-based Human Activity Recognition. Future Gener. Comput. Syst. Mohammed A. A. Al-qaness, Abdelghani Dahou, Nafissa Toureche Trouba, Mohamed Abd Elaziz, Ahmed M. Helmi
2024	J	`jnl`	Toward an Accurate Liver Disease Prediction Based on Two-Level Ensemble Stacking Model. IEEE Access Marghany Hassan Mohamed, Botheina Hussein Ali, Ahmed Ibrahim Taloba, Ahmad O. Aseeri, Mohamed Abd Elaziz, Shaker H. Ali El-Sappagh, Nora El-Rashidy
2023	J	`jnl`	An Efficient Artificial Rabbits Optimization Based on Mutation Strategy For Skin Cancer Prediction. Comput. Biol. Medicine Mohamed Abd Elaziz, Abdelghani Dahou, Alhassan Mabrouk, Shaker H. Ali El-Sappagh, Ahmad O. Aseeri
2023	J	`jnl`	An improved gorilla troops optimizer for global optimization problems and feature selection. Knowl. Based Syst. Reham R. Mostafa, Marwa A. Gaheen, Mohamed Abd Elaziz, Mohammed Azmi Al-Betar, Ahmed A. Ewees
2023	J	`jnl`	Boosted Harris Hawks gravitational force algorithm for global optimization and industrial engineering problems. J. Intell. Manuf. Laith Abualigah, Ali Diabat, Davor Svetinovic, Mohamed Abd Elaziz
2023	J	`jnl`	Boosting capuchin search with stochastic learning strategy for feature selection. Neural Comput. Appl. Mohamed Abd Elaziz, Salima Ouadfel, Rehab Ali Ibrahim
2023	J	`jnl`	Detecting epilepsy in EEG signals using synchro-extracting-transform (SET) supported classification technique. J. Ambient Intell. Humaniz. Comput. V. Rajinikanth, Seifedine Kadry, David Taniar, Krishnamurthy Kamalanand, Mohamed Abd Elaziz, K. Palani Thanaraj
2023	J	`jnl`	Enhanced feature selection technique using slime mould algorithm: a case study on chemical data. Neural Comput. Appl. Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Laith Abualigah, Zakariya Yahya Algamal, Diego Oliva, Dalia Yousri, Mohamed Abd Elaziz
2023	J	`jnl`	Enhancing Intrusion Detection Systems for IoT and Cloud Environments Using a Growth Optimizer Algorithm and Conventional Neural Networks. Sensors Abdulaziz Fatani, Abdelghani Dahou, Mohamed Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu, Saad Ali Al-Fadhli, Shayem Saleh Alresheedi
2023	J	`jnl`	Ensemble Federated Learning: An approach for collaborative pneumonia diagnosis. Appl. Soft Comput. Alhassan Mabrouk, Rebeca P. Díaz Redondo, Mohamed Abd Elaziz, Mohammed Kayed
2023	J	`jnl`	Fractional-order chaotic oscillator-based Aquila optimization algorithm for maximization of the chaotic with Lorentz oscillator. Neural Comput. Appl. Yakup Cavlak, Abdullah Ates, Laith Abualigah, Mohamed Abd Elaziz
2023	J	`jnl`	GMO: geometric mean optimizer for solving engineering problems. Soft Comput. Farshad Rezaei, Hamid Reza Safavi, Mohamed Abd Elaziz, Seyedali Mirjalili
2023	J	`jnl`	Human activity recognition using marine predators algorithm with deep learning. Future Gener. Comput. Syst. Ahmed M. Helmi, Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz
2023	J	`jnl`	Improved gradual change-based Harris Hawks optimization for real-world engineering design problems. Eng. Comput. Laith Abualigah, Ali Diabat, Maryam Altalhi, Mohamed Abd Elaziz
2023	J	`jnl`	Improved slime mould algorithm by opposition-based learning and Levy flight distribution for global optimization and advances in real-world engineering problems. J. Ambient Intell. Humaniz. Comput. Laith Abualigah, Ali Diabat, Mohamed Abd Elaziz
2023	J	`jnl`	Multi-ResAtt: Multilevel Residual Network With Attention for Human Activity Recognition Using Wearable Sensors. IEEE Trans. Ind. Informatics Mohammed Abdulaziz Aide Al-qaness, Abdelghani Dahou, Mohamed Abd Elaziz, Ahmed Helmi
2023	J	`jnl`	Multilevel thresholding image segmentation using meta-heuristic optimization algorithms: comparative analysis, open challenges and new trends. Appl. Intell. Laith Abualigah, Khaled Hatem Almotairi, Mohamed Abd Elaziz
2023	J	`jnl`	Optimizing fake news detection for Arabic context: A multitask learning approach with transformers and an enhanced Nutcracker Optimization Algorithm. Knowl. Based Syst. Abdelghani Dahou, Ahmed A. Ewees, Fatma A. Hashim, Mohammed Abdulaziz Aide Al-qaness, Dina Ahmed Orabi, Eman M. Soliman, Elsayed M. Tag El Din, Ahmad O. Aseeri, Mohamed Abd Elaziz
2023	J	`jnl`	Quantum Artificial Hummingbird Algorithm for Feature Selection of Social IoT. IEEE Access Mohamed Abd Elaziz, Abdelghani Dahou, Mohammed Azmi Al-Betar, Shaker H. Ali El-Sappagh, Diego Oliva, Ahmad O. Aseeri
2023	J	`jnl`	Triangular mutation-based manta-ray foraging optimization and orthogonal learning for global optimization and engineering problems. Appl. Intell. Mohamed Abd Elaziz, Laith Abualigah, Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Reham R. Mostafa, Dalia Yousri, Rehab Ali Ibrahim
2022	J	`jnl`	A Novel Text Classification Technique Using Improved Particle Swarm Optimization: A Case Study of Arabic Language. Future Internet Yousif A. Alhaj, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Laith Abualigah, Aaqif Afzaal Abbasi, Nasser Ahmed Obad Almaweri, Mohamed Abd Elaziz, Robertas Damasevicius
2022	J	`jnl`	A biological sub-sequences detection using integrated BA-PSO based on infection propagation mechanism: Case study COVID-19. Expert Syst. Appl. Mohamed Issa, Ahmed M. Helmi, Ammar H. Elsheikh, Mohamed Abd Elaziz
2022	J	`jnl`	A multi-leader Harris hawk optimization based on differential evolution for feature selection and prediction influenza viruses H1N1. Artif. Intell. Rev. Mohamed Abd Elaziz, Huiting Yang, Songfeng Lu
2022	J	`jnl`	Adaptive Machine Learning Based Distributed Denial-of-Services Attacks Detection and Mitigation System for SDN-Enabled IoT. Sensors Muhammad Aslam, Dengpan Ye, Aqil Tariq, Muhammad Asad, Muhammad Hanif, David Ndzi, Samia Allaoua Chelloug, Mohamed Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Syeda Fizzah Jilani
2022	J	`jnl`	Advanced Feature Extraction and Selection Approach Using Deep Learning and Aquila Optimizer for IoT Intrusion Detection System. Sensors Abdulaziz Fatani, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu, Mohamed Abd Elaziz
2022	J	`jnl`	An Efficient 5G Data Plan Approach Based on Partially Distributed Mobility Architecture. Sensors Mohammad Al-Shinwan, Laith Abualigah, Trong-Dinh Huy, Ahmed Younes Shdefat, Maryam Altalhi, Chul-Soo Kim, Shaker H. Ali El-Sappagh, Mohamed Abd Elaziz, Kyung Sup Kwak
2022	J	`jnl`	An Improved Hybrid Swarm Intelligence for Scheduling IoT Application Tasks in the Cloud. IEEE Trans. Ind. Informatics Ibrahim Attiya, Mohamed Abd Elaziz, Laith Abualigah, Tu N. Nguyen, Ahmed A. Abd El-Latif
2022	J	`jnl`	An Optimal Balanced Energy Harvesting Algorithm for Maximizing Two-Way Relaying D2D Communication Data Rate. IEEE Access Mahmoud M. Salim, Hussein Abd El Atty Elsayed, Mohamed Abd Elaziz, Mostafa M. Fouda, Mohamed S. Abdalzaher
2022	J	`jnl`	Binary Horse herd optimization algorithm with crossover operators for feature selection. Comput. Biol. Medicine Mohammed A. Awadallah, Abdelaziz I. Hammouri, Mohammed Azmi Al-Betar, Malik Sh. Braik, Mohamed Abd Elaziz
2022	J	`jnl`	Black hole algorithm: A comprehensive survey. Appl. Intell. Laith Abualigah, Mohamed Abd Elaziz, Putra Sumari, Ahmad M. Khasawneh, Mohammad Alshinwan, Seyedali Mirjalili, Mohammad Shehab, Hayfa Y. Abuaddous, Amir H. Gandomi
2022	J	`jnl`	Boosting Marine Predators Algorithm by Salp Swarm Algorithm for Multilevel Thresholding Image Segmentation. Multim. Tools Appl. Laith Abualigah, Nada Khalil Al-Okbi, Mohamed Abd Elaziz, Essam H. Houssein
2022	J	`jnl`	Boosting arithmetic optimization algorithm by sine cosine algorithm and levy flight distribution for solving engineering optimization problems. Neural Comput. Appl. Laith Abualigah, Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Mohamed Abd Elaziz, Dalia Yousri, Rehab Ali Ibrahim, Maryam Altalhi
2022	J	`jnl`	Discrete fractional-order Caputo method to overcome trapping in local optima: Manta Ray Foraging Optimizer as a case study. Expert Syst. Appl. Dalia Yousri, Amr M. AbdelAty, Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Ahmed G. Radwan, Mohamed Abd Elaziz
2022	J	`jnl`	Efficient high-dimension feature selection based on enhanced equilibrium optimizer. Expert Syst. Appl. Salima Ouadfel, Mohamed Abd Elaziz
2022	J	`jnl`	Evaluating the Applications of Dendritic Neuron Model with Metaheuristic Optimization Algorithms for Crude-Oil-Production Forecasting. Entropy Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Laith Abualigah, Ayman Mutahar AlRassas, Hung Vo Thanh, Mohamed Abd Elaziz
2022	J	`jnl`	Feature Selection Based on Modified Bio-inspired Atomic Orbital Search Using Arithmetic Optimization and Opposite-Based Learning. Cogn. Comput. Mohamed Abd Elaziz, Salima Ouadfel, Ahmed A. Abd El-Latif, Rehab Ali Ibrahim
2022	J	`jnl`	Fractional-order comprehensive learning marine predators algorithm for global optimization and feature selection. Knowl. Based Syst. Dalia Yousri, Mohamed Abd Elaziz, Diego Oliva, Ajith Abraham, Majed A. Alotaibi, Md. Alamgir Hossain
2022	J	`jnl`	Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results. Neural Comput. Appl. Laith Mohammad Abualigah, Mohamed Abd Elaziz, Ahmad M. Khasawneh, Mohammad Alshinwan, Rehab Ali Ibrahim, Mohammed Abdulaziz Aide Al-qaness, Seyedali Mirjalili, Putra Sumari, Amir H. Gandomi
2022	J	`jnl`	Modified Interactive Algorithm Based on Runge Kutta Optimizer for Photovoltaic Modeling: Justification Under Partial Shading and Varied Temperature Conditions. IEEE Access Dalia Yousri, Mohammed Mudhsh, Yomna O. Shaker, Laith Mohammad Abualigah, Elsayed Tag-Eldin, Mohamed Abd Elaziz, Dalia Allam
2022	J	`jnl`	Modified marine predators algorithm for feature selection: case study metabolomics. Knowl. Inf. Syst. Mohamed Abd Elaziz, Ahmed A. Ewees, Dalia Yousri, Laith Mohammad Abualigah, Mohammed Abdulaziz Aide Al-qaness
2022	J	`jnl`	Performance prediction of solar still with a high-frequency ultrasound waves atomizer using random vector functional link/heap-based optimizer. Adv. Eng. Softw. Mohamed Abd Elaziz, Emad M. S. El-Said, Ammar H. Elsheikh, Gamal B. Abdelaziz
2022	J	`jnl`	Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning. Future Gener. Comput. Syst. Ahmed M. Anter, Mohamed Abd Elaziz, Zhiguo Zhang
2022	J	`jnl`	Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer. Expert Syst. Appl. Laith Mohammad Abualigah, Mohamed Abd Elaziz, Putra Sumari, Zong Woo Geem, Amir H. Gandomi
2022	J	`jnl`	Sine-Cosine-Barnacles Algorithm Optimizer with disruption operator for global optimization and automatic data clustering. Expert Syst. Appl. Mohamed Abd Elaziz, Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Laith Abualigah, Rehab Ali Ibrahim
2021	J	`jnl`	A Hybrid MultiLayer Perceptron Under-Sampling with Bagging Dealing with a Real-Life Imbalanced Rice Dataset. Inf. Moussa Diallo, Shengwu Xiong, Eshete Derb Emiru, Awet Fesseha, Aminu Onimisi Abdulsalami, Mohamed Abd Elaziz
2021	J	`jnl`	A multi-objective gradient optimizer approach-based weighted multi-view clustering. Eng. Appl. Artif. Intell. Salima Ouadfel, Mohamed Abd Elaziz
2021	J	`jnl`	An efficient Equilibrium Optimizer for parameters identification of photovoltaic modules. PeerJ Comput. Sci. Essam H. Houssein, Gamela Nageh Zaki, Mohamed Abd Elaziz, Eman M. G. Younis
2021	J	`jnl`	IoT Workflow Scheduling Using Intelligent Arithmetic Optimization Algorithm in Fog Computing. Comput. Intell. Neurosci. Mohamed Abd Elaziz, Laith Mohammad Abualigah, Rehab Ali Ibrahim, Ibrahim Attiya
2021	J	`jnl`	MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm. Symmetry Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Ahmed A. Ewees, Laith Mohammad Abualigah, Mohamed Abd Elaziz