Reda Mohamed

51 papers Journal 51
YearRankTypeTitle / Venue / Authors
2026 J jnl
A weighted voting-based ensemble classifier based on manta ray foraging optimizer for cyberattack detection in IoT environments: a comparative study.
Evol. Intell.
Alaa Hassan, Reda Mohamed, Mohamed Abdel-Basset, Mohamed Abouhawwash
2026 J jnl
Transfer function-guided mixed-variable optimization for joint mining decisions and resource allocation in mobile edge computing-integrated blockchain networks.
Ad Hoc Networks
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Saber M. Elsayed
2025 J jnl
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis.
J. Big Data
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim Alrashdi, Ibrahim A. Hameed
2025 J jnl
An enhanced LSHADE-based algorithm for global and constrained optimization in applied mechanics and power flow problems.
Swarm Evol. Comput.
Karam M. Sallam, Ibrahim Alrashdi, Reda Mohamed, Mohamed Abdel-Basset
2025 J jnl
Artificial intelligence-based optimization techniques for optimal reactive power dispatch problem: a contemporary survey, experiments, and analysis.
Artif. Intell. Rev.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ahmad M. Alshamrani, Ibrahim A. Hameed
2025 J jnl
Efficient algorithms for optimal path planning of unmanned aerial vehicles in complex three-dimensional environments.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Saber M. Elsayed
2025 J jnl
Intelligent Joint Optimization of Deployment and Task Scheduling for Mobile Users in Multi-UAV-Assisted MEC System.
Int. J. Intell. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Amira Salam, Karam M. Sallam, Ibrahim M. Hezam, Ibrahim Radwan
2025 J jnl
Robust metaheuristic algorithms with sequential replacement-improved dynamic population for optimizing energy consumption in a UAV-empowered IoT data collection system.
J. Big Data
Dina A. Elmanakhly, Alia A. Othman, Reda Mohamed, Mohamed Abdel-Basset
2024 J jnl
A Multiobjective Optimization Algorithm for Safety and Optimality of 3-D Route Planning in UAV.
IEEE Trans. Aerosp. Electron. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam, Kumudu S. Munasinghe, Abbas Jamalipour
2024 J jnl
An Efficient Binary Hybrid Equilibrium Algorithm for Binary Optimization Problems: Analysis, Validation, and Case Studies.
Int. J. Comput. Intell. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
2024 J jnl
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation.
Evol. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
2024 J jnl
Binary metaheuristic algorithms for 0-1 knapsack problems: Performance analysis, hybrid variants, and real-world application.
J. King Saud Univ. Comput. Inf. Sci.
Mohamed Abdel-Basset, Reda Mohamed, Safaa Saber, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
2024 J jnl
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration.
J. Big Data
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed
2024 J jnl
Crested Porcupine Optimizer: A new nature-inspired metaheuristic.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
2024 J jnl
Energy-efficient trajectory optimization algorithm based on K-medoids clustering and gradient-based optimizer for multi-UAV-assisted mobile edge computing systems.
Sustain. Comput. Informatics Syst.
Mohamed Abdel-Basset, Reda Mohamed, Doaa El-Shahat, Karam M. Sallam, Ibrahim M. Hezam, Nabil M. Abdel-Aziz
2024 J jnl
Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism.
Expert Syst. Appl.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed
2024 J jnl
Multiobjective trajectory optimization algorithms for solving multi-UAV-assisted mobile edge computing problem.
J. Cloud Comput.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Abdelaziz Foul, Ibrahim A. Hameed
2024 J jnl
Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A comparative study.
Expert Syst. Appl.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed
2023 J jnl
An Efficient Multilevel Threshold Segmentation Method for Breast Cancer Imaging Based on Metaheuristics Algorithms: Analysis and Validations.
Int. J. Comput. Intell. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash, Sameh S. Askar, Alshaimaa A. Tantawy
2023 J jnl
An efficient hybrid optimization method for Fuzzy Flexible Job-Shop Scheduling Problem: Steady-state performance and analysis.
Eng. Appl. Artif. Intell.
Mohamed Abdel-Basset, Reda Mohamed, Doaa El-Shahat, Karam M. Sallam
2023 J jnl
DeepAK-IoT: An effective deep learning model for cyberattack detection in IoT networks.
Inf. Sci.
Weiping Ding, Mohamed Abdel-Basset, Reda Mohamed
2023 J jnl
HAR-DeepConvLG: Hybrid deep learning-based model for human activity recognition in IoT applications.
Inf. Sci.
Weiping Ding, Mohamed Abdel-Basset, Reda Mohamed
2023 J jnl
Improved Metaheuristic Algorithms for Optimal Parameters Selection of Proton Exchange Membrane Fuel Cells: A Comparative Study.
IEEE Access
Mohamed Abdel-Basset, Reda Mohamed, Laila Abdel-Fatah, Marwa Sharawi, Karam M. Sallam
2023 J jnl
Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler's laws of planetary motion.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Shaimaa A. Abdel Azeem, Mohammed Jameel, Mohamed Abouhawwash
2023 J jnl
Multi-objective task scheduling method for cyber-physical-social systems in fog computing.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam
2023 J jnl
Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Mohammed Jameel, Mohamed Abouhawwash
2023 J jnl
Optimizing jointly mining decision and resource allocation in a MEC-enabled blockchain networks.
J. King Saud Univ. Comput. Inf. Sci.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ahmad M. Alshamrani, Ibrahim A. Hameed
2023 J jnl
Performance Optimization and Comprehensive Analysis of Binary Nutcracker Optimization Algorithm: A Case Study of Feature Selection and Merkle-Hellman Knapsack Cryptosystem.
Complex.
Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam
2023 J jnl
Spider wasp optimizer: a novel meta-heuristic optimization algorithm.
Artif. Intell. Rev.
Mohamed Abdel-Basset, Reda Mohamed, Mohammed Jameel, Mohamed Abouhawwash
2022 J jnl
A new fusion of whale optimizer algorithm with Kapur's entropy for multi-threshold image segmentation: analysis and validations.
Artif. Intell. Rev.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
2022 J jnl
HWOA: A hybrid whale optimization algorithm with a novel local minima avoidance method for multi-level thresholding color image segmentation.
Expert Syst. Appl.
Mohamed Abdel-Basset, Reda Mohamed, Nabil M. Abdel-Aziz, Mohamed Abouhawwash
2022 J jnl
Hybrid marine predators algorithm for image segmentation: analysis and validations.
Artif. Intell. Rev.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
2022 J jnl
Knapsack Cipher-based metaheuristic optimization algorithms for cryptanalysis in blockchain-enabled internet of things systems.
Ad Hoc Networks
Mohamed Abdel-Basset, Reda Mohamed, Osama M. Elkomy
2022 J jnl
Recent metaheuristic algorithms with genetic operators for high-dimensional knapsack instances: A comparative study.
Comput. Ind. Eng.
Mohamed Abdel-Basset, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash
2021 J jnl
A Binary Equilibrium Optimization Algorithm for 0-1 Knapsack Problems.
Comput. Ind. Eng.
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
2021 J jnl
A novel Whale Optimization Algorithm integrated with Nelder-Mead simplex for multi-objective optimization problems.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili
2021 J jnl
A novel equilibrium optimization algorithm for multi-thresholding image segmentation problems.
Neural Comput. Appl.
Mohamed Abdel-Basset, Victor Chang, Reda Mohamed
2021 J jnl
An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations.
IEEE Access
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon K. Chakrabortty, Michael J. Ryan
2021 J jnl
An Improved Binary Grey-Wolf Optimizer With Simulated Annealing for Feature Selection.
IEEE Access
Mohamed Abdel-Basset, Karam M. Sallam, Reda Mohamed, Ibrahim Elgendi, Kumudu S. Munasinghe, Osama M. Elkomy
2021 J jnl
An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection.
Comput. Ind. Eng.
Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
2021 J jnl
BSMA: A novel metaheuristic algorithm for multi-dimensional knapsack problems: Method and comprehensive analysis.
Comput. Ind. Eng.
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan
2021 J jnl
Balanced multi-objective optimization algorithm using improvement based reference points approach.
Swarm Evol. Comput.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash
2021 J jnl
EA-MSCA: An effective energy-aware multi-objective modified sine-cosine algorithm for real-time task scheduling in multiprocessor systems: Methods and analysis.
Expert Syst. Appl.
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Abouhawwash, Ripon K. Chakrabortty, Michael J. Ryan
2021 J jnl
Energy-Aware Marine Predators Algorithm for Task Scheduling in IoT-Based Fog Computing Applications.
IEEE Trans. Ind. Informatics
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Elhoseny, Ali Kashif Bashir, Alireza Jolfaei, Neeraj Kumar
2021 J jnl
IEGA: An improved elitism-based genetic algorithm for task scheduling problem in fog computing.
Int. J. Intell. Syst.
Mohamed Abdel-Basset, Reda Mohamed, Ripon K. Chakrabortty, Michael J. Ryan
2021 J jnl
MOEO-EED: A multi-objective equilibrium optimizer with exploration-exploitation​ dominance strategy.
Knowl. Based Syst.
Mohamed Abdel-Basset, Reda Mohamed, Seyedali Mirjalili, Ripon Kumar Chakrabortty, Michael J. Ryan
2021 J jnl
Multi-Objective Task Scheduling Approach for Fog Computing.
IEEE Access
Mohamed Abdel-Basset, Nour Moustafa, Reda Mohamed, Osama M. Elkomy, Mohamed Abouhawwash
2021 J jnl
New binary marine predators optimization algorithms for 0-1 knapsack problems.
Comput. Ind. Eng.
Mohamed Abdel-Basset, Reda Mohamed, Ripon Kumar Chakrabortty, Michael J. Ryan, Seyedali Mirjalili
2020 J jnl
A Hybrid COVID-19 Detection Model Using an Improved Marine Predators Algorithm and a Ranking-Based Diversity Reduction Strategy.
IEEE Access
Mohamed Abdel-Basset, Reda Mohamed, Mohamed Elhoseny, Ripon Kumar Chakrabortty, Michael J. Ryan
2020 J jnl
An Efficient-Assembler Whale Optimization Algorithm for DNA Fragment Assembly Problem: Analysis and Validations.
IEEE Access
Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan
2020 J jnl
HSMA_WOA: A hybrid novel Slime mould algorithm with whale optimization algorithm for tackling the image segmentation problem of chest X-ray images.
Appl. Soft Comput.
Mohamed Abdel-Basset, Victor Chang, Reda Mohamed