Mohamed E. Abd Elaziz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 76

Top Topics

Global Optimization

Optimization Algorithm

Image Segmentation

Feature Selection

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Guoyong Wu, Mohammed A. A. Al-qaness, Dalal AL-Alimi, Abdelghani Dahou, Mohamed E. Abd Elaziz, Ahmed A. Ewees
Hyperspectral image classification using graph convolutional network: A comprehensive review. Expert Syst. Appl. 257 (2024)
Aminu Onimisi Abdulsalami, Mohamed E. Abd Elaziz, Farhad Soleimanian Gharehchopogh, Ahmed Tijani Salawudeen, Shengwu Xiong
An Improved Heterogeneous Comprehensive Learning Symbiotic Organism Search for Optimization Problems. Knowl. Based Syst. 285 (2024)
Laith Abualigah, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed A. Ewees, Diego Oliva, Thanh Cuong-Le
The non-monopolize search (NO): a novel single-based local search optimization algorithm. Neural Comput. Appl. 36 (10) (2024)
Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed M. Helmi
MLCNNwav: Multilevel Convolutional Neural Network With Wavelet Transformations for Sensor-Based Human Activity Recognition. IEEE Internet Things J. 11 (1) (2024)
Mohamed E. Abd Elaziz, Dalia Yousri, Ahmad O. Aseeri, Laith Abualigah, Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees
Fractional-order modified heterogeneous comprehensive learning particle swarm optimizer for intelligent disease detection in IoMT environment. Swarm Evol. Comput. 84 (2024)
Abdulaziz Almohimeed, Redhwan M. A. Saad, Sherif Mostafa, Nora El-Rashidy, Sarah Farrag, Abdelkareem Gaballah, Mohamed E. Abd Elaziz, Shaker H. Ali El-Sappagh, Hager Saleh
Explainable Artificial Intelligence of Multi-Level Stacking Ensemble for Detection of Alzheimer's Disease Based on Particle Swarm Optimization and the Sub-Scores of Cognitive Biomarkers. IEEE Access 11 (2023)
Alhassan Mabrouk, Abdelghani Dahou, Mohamed E. Abd Elaziz, Rebeca P. Díaz Redondo, Mohammed Kayed
Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things. CoRR (2023)
Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Mohamed E. Abd Elaziz, Abdelghani Dahou, Mohammed Azmi Al-Betar, Ahmad O. Aseeri, Dalia Yousri, Rehab Ali Ibrahim
Boosted Barnacles Algorithm Optimizer: Comprehensive Analysis for Social IoT Applications. IEEE Access 11 (2023)
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Mohamed E. Abd Elaziz, Mohammed Kayed
Ensemble Federated Learning: an approach for collaborative pneumonia diagnosis. CoRR (2023)
Alhassan Mabrouk, Rebeca P. Díaz Redondo, Abdelghani Dahou, Mohamed E. Abd Elaziz, Mohammed Kayed
Pneumonia Detection on chest X-ray images Using Ensemble of Deep Convolutional Neural Networks. CoRR (2023)
Diego Oliva, Noé Ortega-Sánchez, Mario A. Navarro, Alfonso Ramos-Michel, Mohamed E. Abd Elaziz, Seyed Jalaleddin Mousavirad, Mohammad H. Nadimi-Shahraki
Segmentation of thermographies from electronic systems by using the global-best brain storm optimization algorithm. Multim. Tools Appl. 82 (29) (2023)
Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Hong Fan, Ayman Mutahar AlRassas, Mohamed E. Abd Elaziz
Modified aquila optimizer for forecasting oil production. Geo spatial Inf. Sci. 25 (4) (2022)
Mohamed E. Abd Elaziz, Hassan M. Abu-Donia, Rodyna A. Hosny, Saeed L. Hazae, Rehab Ali Ibrahim
Improved evolutionary-based feature selection technique using extension of knowledge based on the rough approximations. Inf. Sci. 594 (2022)
Laith Abualigah, Khaled H. Almotairi, Mohammed Abdulaziz Aide Al-qaness, Ahmed A. Ewees, Dalia Yousri, Mohamed E. Abd Elaziz, Mohammad H. Nadimi-Shahraki
Efficient text document clustering approach using multi-search Arithmetic Optimization Algorithm. Knowl. Based Syst. 248 (2022)
Diego Oliva, Marcella S. R. Martins, Salvador Hinojosa, Mohamed E. Abd Elaziz, Paulo Victor dos Santos, Gelson da Cruz, Seyed Jalaleddin Mousavirad
A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization. Int. J. Mach. Learn. Cybern. 13 (12) (2022)
Mohamed E. Abd Elaziz, Ibrahim Attiya
An improved Henry gas solubility optimization algorithm for task scheduling in cloud computing. Artif. Intell. Rev. 54 (5) (2021)
Khalid M. Hosny, Mohamed E. Abd Elaziz, Mohamed M. Darwish
Color face recognition using novel fractional-order multi-channel exponent moments. Neural Comput. Appl. 33 (11) (2021)
Essam H. Houssein, Kashif Hussain, Laith Mohammad Abualigah, Mohamed E. Abd Elaziz, Waleed Alomoush, Gaurav Dhiman, Youcef Djenouri, Erik Cuevas
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. Knowl. Based Syst. 229 (2021)
Andrea H. del Río, Itzel Aranguren, Diego Oliva, Mohamed E. Abd Elaziz, Erik Cuevas
Efficient image segmentation through 2D histograms and an improved owl search algorithm. Int. J. Mach. Learn. Cybern. 12 (1) (2021)
Ahmed A. Ewees, Mohamed E. Abd Elaziz, Diego Oliva
A new multi-objective optimization algorithm combined with opposition-based learning. Expert Syst. Appl. 165 (2021)
Mohamed E. Abd Elaziz, Davood Mohammadi, Diego Oliva, Khodakaram Salimifard
Quantum marine predators algorithm for addressing multilevel image segmentation. Appl. Soft Comput. 110 (2021)
Essam H. Houssein, Mohammed M. Ahmed, Mohamed E. Abd Elaziz, Ahmed A. Ewees, Rania M. Ghoniem
Solving Multi-Objective Problems Using Bird Swarm Algorithm. IEEE Access 9 (2021)
Mohamed E. Abd Elaziz, Dalia Yousri, Mohammed Abdulaziz Aide Al-qaness, Amr M. AbdelAty, Ahmed G. Radwan, Ahmed A. Ewees
A Grunwald-Letnikov based Manta ray foraging optimizer for global optimization and image segmentation. Eng. Appl. Artif. Intell. 98 (2021)
Wassen Aldjanabi, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed Mohamed Helmi, Robertas Damasevicius
Arabic Offensive and Hate Speech Detection Using a Cross-Corpora Multi-Task Learning Model. Informatics 8 (4) (2021)
Mohamed E. Abd Elaziz, Abdelghani Dahou, Laith Mohammad Abualigah, Liyang Yu, Mohammad Alshinwan, Ahmad M. Khasawneh, Songfeng Lu
Advanced metaheuristic optimization techniques in applications of deep neural networks: a review. Neural Comput. Appl. 33 (21) (2021)
Reza Moghdani, Mohamed E. Abd Elaziz, Davood Mohammadi, Nabil Neggaz
An improved volleyball premier league algorithm based on sine cosine algorithm for global optimization problem. Eng. Comput. 37 (4) (2021)
Marcella Scoczynski Ribeiro Martins, Diego Oliva, Erick Rodríguez-Esparza, Myriam Regattieri Delgado, Ricardo Lüders, Mohamed El Yafrani, Luiz Ledo, Mohamed E. Abd Elaziz, Marco A. Pérez Cisneros
A selection hyperheuristic guided by Thompson sampling for numerical optimization. GECCO Companion (2021)
Itzel Aranguren, Arturo Valdivia, Bernardo Morales-Castañeda, Diego Oliva, Mohamed E. Abd Elaziz, Marco A. Pérez Cisneros
Improving the segmentation of magnetic resonance brain images using the LSHADE optimization algorithm. Biomed. Signal Process. Control. 64 (2021)
Mohamed E. Abd Elaziz, Laith Mohammad Abualigah, Ibrahim Attiya
Advanced optimization technique for scheduling IoT tasks in cloud-fog computing environments. Future Gener. Comput. Syst. 124 (2021)
Rehab Ali Ibrahim, Laith Mohammad Abualigah, Ahmed A. Ewees, Mohammed Abdulaziz Aide Al-qaness, Dalia Yousri, Samah Alshathri, Mohamed E. Abd Elaziz
An Electric Fish-Based Arithmetic Optimization Algorithm for Feature Selection. Entropy 23 (9) (2021)
Mohamed E. Abd Elaziz, Songfeng Lu, Sibo He
A multi-leader whale optimization algorithm for global optimization and image segmentation. Expert Syst. Appl. 175 (2021)
Ammar H. Elsheikh, Taher A. Shehabeldeen, Jianxin Zhou, Ezzat Showaib, Mohamed E. Abd Elaziz
Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer. J. Intell. Manuf. 32 (5) (2021)
Abdulaziz Fatani, Mohamed E. Abd Elaziz, Abdelghani Dahou, Mohammed Abdulaziz Aide Al-qaness, Songfeng Lu
IoT Intrusion Detection System Using Deep Learning and Enhanced Transient Search Optimization. IEEE Access 9 (2021)
Mohamed E. Abd Elaziz, Abdelghani Dahou, Naser A. Alsaleh, Ammar H. Elsheikh, Amal I. Saba, Mahmoud Ahmadein
Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer Algorithm. Entropy 23 (11) (2021)
Ahmed A. Ewees, Mohamed E. Abd Elaziz
Performance analysis of Chaotic Multi-Verse Harris Hawks Optimization: A case study on solving engineering problems. Eng. Appl. Artif. Intell. 88 (2020)
Ahmed A. Ewees, Mohamed E. Abd Elaziz, Mohammed Abdulaziz Aide Al-qaness, Hassan A. Khalil, Sunghwan Kim
Improved Artificial Bee Colony Using Sine-Cosine Algorithm for Multi-Level Thresholding Image Segmentation. IEEE Access 8 (2020)
Ahmed Talat Sahlol, Mohamed E. Abd Elaziz, Amani Tariq Jamal, Robertas Damasevicius, Osama Farouk Hassan
A Novel Method for Detection of Tuberculosis in Chest Radiographs Using Artificial Ecosystem-Based Optimisation of Deep Neural Network Features. Symmetry 12 (7) (2020)
Nabil Neggaz, Ahmed A. Ewees, Mohamed E. Abd Elaziz, Majdi M. Mafarja
Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection. Expert Syst. Appl. 145 (2020)
Dalia Yousri, Mohamed E. Abd Elaziz, Seyedali Mirjalili
Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation. Knowl. Based Syst. 197 (2020)
Diego Oliva, Erick Rodríguez-Esparza, Marcella S. R. Martins, Mohamed E. Abd Elaziz, Salvador Hinojosa, Ahmed A. Ewees, Songfeng Lu
Balancing the Influence of Evolutionary Operators for Global optimization. CEC (2020)
Mohamed E. Abd Elaziz, Uddalok Sarkar, Sayan Nag, Salvador Hinojosa, Diego Oliva
Improving image thresholding by the type II fuzzy entropy and a hybrid optimization algorithm. Soft Comput. 24 (19) (2020)
Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. 147 (2020)
Abdel-Fattah Attia, Mohamed E. Abd Elaziz, Aboul Ella Hassanien, Ragab A. El-Sehiemy
Prediction of Solar Activity Using Hybrid Artificial Bee Colony With Neighborhood Rough Sets. IEEE Trans. Comput. Soc. Syst. 7 (5) (2020)
Ibrahim Attiya, Mohamed E. Abd Elaziz, Shengwu Xiong
Job Scheduling in Cloud Computing Using a Modified Harris Hawks Optimization and Simulated Annealing Algorithm. Comput. Intell. Neurosci. 2020 (2020)
Hamza Jouhari, Deming Lei, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Robertas Damasevicius, Marcin Korytkowski, Ahmed A. Ewees
Modified Harris Hawks Optimizer for Solving Machine Scheduling Problems. Symmetry 12 (9) (2020)
Salima Ouadfel, Mohamed E. Abd Elaziz
Enhanced Crow Search Algorithm for Feature Selection. Expert Syst. Appl. 159 (2020)
Ahmed A. Ewees, Mohamed E. Abd Elaziz, Rasha M. Arafa, Rania M. Ghoniem
Improved Approach Based on Fuzzy Rough Set and Sine-Cosine Algorithm: A Case Study on Prediction of Osteoporosis. IEEE Access 8 (2020)
Mohamed E. Abd Elaziz, Ahmed A. Ewees, Dalia Yousri, Husein S. Naji Alwerfali, Qamar A. Awad, Songfeng Lu, Mohammed Abdulaziz Aide Al-qaness
An Improved Marine Predators Algorithm With Fuzzy Entropy for Multi-Level Thresholding: Real World Example of COVID-19 CT Image Segmentation. IEEE Access 8 (2020)
Mohamed E. Abd Elaziz, Ahmed A. Ewees, Dalia Yousri, Diego Oliva, Songfeng Lu, Erik Cuevas
A Competitive Swarm Algorithm for Image Segmentation Guided by Opposite Fuzzy Entropy. FUZZ-IEEE (2020)
Husein S. Naji Alwerfali, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed A. Ewees, Diego Oliva, Songfeng Lu
Multi-Level Image Thresholding Based on Modified Spherical Search Optimizer and Fuzzy Entropy. Entropy 22 (3) (2020)
Diego Oliva, Mohamed E. Abd Elaziz
An improved brainstorm optimization using chaotic opposite-based learning with disruption operator for global optimization and feature selection. Soft Comput. 24 (18) (2020)
Mohamed Issa, Mohamed E. Abd Elaziz
Analyzing COVID-19 virus based on enhanced fragmented biological Local Aligner using improved Ions Motion Optimization algorithm. Appl. Soft Comput. 96 (2020)
Mohamed E. Abd Elaziz, Ahmed A. Ewees, Diego Oliva
Hyper-heuristic method for multilevel thresholding image segmentation. Expert Syst. Appl. 146 (2020)
Absalom E. Ezugwu, Moyinoluwa B. Agbaje, Nahla Aljojo, Rosanne Els, Haruna Chiroma, Mohamed E. Abd Elaziz
A Comparative Performance Study of Hybrid Firefly Algorithms for Automatic Data Clustering. IEEE Access 8 (2020)
Mohamed E. Abd Elaziz, Songfeng Lu, Diego Oliva, Mohammed El-Abd
Improved Moth-Flame Optimization Based on Opposition-Based Learning for Feature Selection. SSCI (2019)
Shayem Saleh Alresheedi, Songfeng Lu, Mohamed E. Abd Elaziz, Ahmed A. Ewees
Improved multiobjective salp swarm optimization for virtual machine placement in cloud computing. Hum. centric Comput. Inf. Sci. 9 (2019)
Yousif A. Alhaj, Jianwen Xiang, Dongdong Zhao, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Abdelghani Dahou
A Study of the Effects of Stemming Strategies on Arabic Document Classification. IEEE Access 7 (2019)
Abdelghani Dahou, Shengwu Xiong, Junwei Zhou, Mohamed E. Abd Elaziz
Multi-Channel Embedding Convolutional Neural Network Model for Arabic Sentiment Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (4) (2019)
Mohamed E. Abd Elaziz, Nabil Neggaz, Ahmed A. Ewees, Songfeng Lu
Automatic Data Clustering based on Hybrid Atom Search Optimization and Sine-Cosine Algorithm. CEC (2019)
Mohamed E. Abd Elaziz, Khalid M. Hosny, I. M. Selim
Galaxies image classification using artificial bee colony based on orthogonal Gegenbauer moments. Soft Comput. 23 (19) (2019)
Mohamed R. Elkadeem, Mohamed E. Abd Elaziz, Zia Ullah, Shaorong Wang, Swellam W. Sharshir
Optimal Planning of Renewable Energy-Integrated Distribution System Considering Uncertainties. IEEE Access 7 (2019)
Mahmoud M. Salim, Desheng Wang, Yingzhuang Liu, Hussein Abd El Atty Elsayed, Mohamed E. Abd Elaziz
Optimal Resource and Power Allocation With Relay Selection for RF/RE Energy Harvesting Relay-Aided D2D Communication. IEEE Access 7 (2019)
Diego Oliva, Sayan Nag, Mohamed E. Abd Elaziz, Uddalok Sarkar, Salvador Hinojosa
Multilevel thresholding by fuzzy type II sets using evolutionary algorithms. Swarm Evol. Comput. 51 (2019)
Abdelghani Dahou, Mohamed E. Abd Elaziz, Junwei Zhou, Shengwu Xiong
Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm. Comput. Intell. Neurosci. 2019 (2019)
Mohamed E. Abd Elaziz, Songfeng Lu
Many-objectives multilevel thresholding image segmentation using Knee Evolutionary Algorithm. Expert Syst. Appl. 125 (2019)
Dalal AL-Alimi, Yuxiang Shao, Ruyi Feng, Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Sunghwan Kim
Multi-Scale Geospatial Object Detection Based on Shallow-Deep Feature Extraction. Remote. Sens. 11 (21) (2019)
Mohamed E. Abd Elaziz, Diego Oliva, Ahmed A. Ewees, Shengwu Xiong
Multi-level thresholding-based grey scale image segmentation using multi-objective multi-verse optimizer. Expert Syst. Appl. 125 (2019)
Mohamed E. Abd Elaziz, Siddhartha Bhattacharyya, Songfeng Lu
Swarm selection method for multilevel thresholding image segmentation. Expert Syst. Appl. 138 (2019)
Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Sunghwan Kim, Ahmed A. Ewees, Aaqif Afzaal Abbasi, Yousif A. Alhaj, Ammar Hawbani
Channel State Information from Pure Communication to Sense and Track Human Motion: A Survey. Sensors 19 (15) (2019)
Ahmed A. Ewees, Mohamed E. Abd Elaziz, Diego Oliva
Image segmentation via multilevel thresholding using hybrid optimization algorithms. J. Electronic Imaging 27 (06) (2018)
Mohammed Abdulaziz Aide Al-qaness, Mohamed E. Abd Elaziz, Ahmed A. Ewees
Oil Consumption Forecasting Using Optimized Adaptive Neuro-Fuzzy Inference System Based on Sine Cosine Algorithm. IEEE Access 6 (2018)
Salvador Hinojosa, Krishna Gopal Dhal, Mohamed E. Abd Elaziz, Diego Oliva, Erik Cuevas
Entropy-based imagery segmentation for breast histology using the Stochastic Fractal Search. Neurocomputing 321 (2018)
Ahmed A. Ewees, Mohamed E. Abd Elaziz, Essam H. Houssein
Improved grasshopper optimization algorithm using opposition-based learning. Expert Syst. Appl. 112 (2018)
Kudamaduwage Pubudu Nuwanthika Jayasena, Lin Li, Mohamed E. Abd Elaziz, Shengwu Xiong
Multi-objective Energy Efficient Resource Allocation Using Virus Colony Search (VCS) Algorithm. HPCC/SmartCity/DSS (2018)
Mohamed E. Abd Elaziz
Simultaneous feature extraction and selection of microarray data using fuzzy-rough based multiobjective nonnegative matrix factorization. J. Intell. Fuzzy Syst. 33 (6) (2017)
Mohamed E. Abd Elaziz, Ahmed A. Ewees, Diego Oliva, Pengfei Duan, Shengwu Xiong
A Hybrid Method of Sine Cosine Algorithm and Differential Evolution for Feature Selection. ICONIP (5) (2017)