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2020 – today
- 2025
[j57]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ahmad M. Alshamrani, Ibrahim A. Hameed:
Artificial intelligence-based optimization techniques for optimal reactive power dispatch problem: a contemporary survey, experiments, and analysis. Artif. Intell. Rev. 58(1): 2 (2025)- [j56]Shorouk E. El-Deep, Amr A. Abohany, Karam M. Sallam, Amr A. Abd El-Mageed:
A comprehensive survey on impact of applying various technologies on the internet of medical things. Artif. Intell. Rev. 58(3): 86 (2025) - [j55]Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim Alrashdi, Ibrahim A. Hameed:
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis. J. Big Data 12(1): 18 (2025) - [j54]Adel Zga, Farouq Zitouni, Saad Harous, Karam M. Sallam, Abdulaziz S. Almazyad, Guojiang Xiong, Ali Wagdy Mohamed:
A comparative study of the performance of ten metaheuristic algorithms for parameter estimation of solar photovoltaic models. PeerJ Comput. Sci. 11: e2646 (2025) - 2024
- [j53]Asuquo A. Okon
, Karam M. Sallam, Md. Farhad Hossain, Nishant Jagannath, Abbas Jamalipour, Kumudu S. Munasinghe:
Enhancing Multi-Operator Network Handovers With Blockchain-Enabled SDN Architectures. IEEE Access 12: 82848-82866 (2024) - [j52]Ibrahim Alrashdi, Karam M. Sallam, Majed Abdullah Alrowaily, Omar Alruwaili, Bilal Arain:
FIDWATCH: Federated incremental distillation for continuous monitoring of IoT security threats. Ad Hoc Networks 165: 103637 (2024) - [j51]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed:
Evolution-based energy-efficient data collection system for UAV-supported IoT: Differential evolution with population size optimization mechanism. Expert Syst. Appl. 245: 123082 (2024) - [j50]Mahmoud M. Bassiouni, Ripon K. Chakrabortty, Karam M. Sallam, Omar Khadeer Hussain:
Deep learning approaches to identify order status in a complex supply chain. Expert Syst. Appl. 250: 123947 (2024) - [j49]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed:
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. 255: 124777 (2024) - [j48]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed:
An enhanced spider wasp optimization algorithm for multilevel thresholding-based medical image segmentation. Evol. Syst. 15(6): 2249-2271 (2024) - [j47]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed:
An Efficient Binary Hybrid Equilibrium Algorithm for Binary Optimization Problems: Analysis, Validation, and Case Studies. Int. J. Comput. Intell. Syst. 17(1): 98 (2024) - [j46]Ibrahim Alrashdi, Karam M. Sallam, Ali Alqazzaz, Bilal Arain, Ibrahim A. Hameed:
A contrastive learning approach for enhanced robustness for strengthening federated intelligence in internet of visual things. Internet Things 26: 101206 (2024) - [j45]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed:
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration. J. Big Data 11(1): 13 (2024) - [j44]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Abdelaziz Foul, Ibrahim A. Hameed:
Multiobjective trajectory optimization algorithms for solving multi-UAV-assisted mobile edge computing problem. J. Cloud Comput. 13(1): 35 (2024) - [j43]Mohamed Abdel-Basset, Reda Mohamed, Safaa Saber, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed:
Binary metaheuristic algorithms for 0-1 knapsack problems: Performance analysis, hybrid variants, and real-world application. J. King Saud Univ. Comput. Inf. Sci. 36(6): 102093 (2024) - [j42]Mohamed Abdel-Basset, Reda Mohamed, Doaa El-Shahat, Karam M. Sallam, Ibrahim M. Hezam, Nabil M. Abdel-Aziz:
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. 44: 101045 (2024) - [j41]Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam, Kumudu S. Munasinghe, Abbas Jamalipour:
A Multiobjective Optimization Algorithm for Safety and Optimality of 3-D Route Planning in UAV. IEEE Trans. Aerosp. Electron. Syst. 60(3): 3067-3080 (2024) - 2023
- [j40]Mohamed Abdel-Basset, Reda Mohamed, Laila Abdel-Fatah, Marwa Sharawi, Karam M. Sallam:
Improved Metaheuristic Algorithms for Optimal Parameters Selection of Proton Exchange Membrane Fuel Cells: A Comparative Study. IEEE Access 11: 7369-7397 (2023) - [j39]Amr A. Abd El-Mageed, Amr A. Abohany, Hatem M. H. Saad, Karam M. Sallam:
Parameter extraction of solar photovoltaic models using queuing search optimization and differential evolution. Appl. Soft Comput. 134: 110032 (2023) - [j38]Mohamed Abdel-Basset, Hossam Hawash, Karam M. Sallam, Ibrahim Elgendi, Kumudu S. Munasinghe:
Digital Twin for Optimization of Slicing-Enabled Communication Networks: A Federated Graph Learning Approach. IEEE Commun. Mag. 61(10): 100-106 (2023) - [j37]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam:
Performance Optimization and Comprehensive Analysis of Binary Nutcracker Optimization Algorithm: A Case Study of Feature Selection and Merkle-Hellman Knapsack Cryptosystem. Complex. 2023: 3489461:1-3489461:33 (2023) - [j36]Mohamed Abdel-Basset, Reda Mohamed, Doaa El-Shahat, Karam M. Sallam:
An efficient hybrid optimization method for Fuzzy Flexible Job-Shop Scheduling Problem: Steady-state performance and analysis. Eng. Appl. Artif. Intell. 123(Part B): 106249 (2023) - [j35]Sanjoy Kumar Paul, Md. Abdul Moktadir, Karam M. Sallam, Tsan-Ming Choi, Ripon Kumar Chakrabortty:
A recovery planning model for online business operations under the COVID-19 outbreak. Int. J. Prod. Res. 61(8): 2613-2635 (2023) - [j34]Mohamed Abdel-Basset, Hossam Hawash, Karam M. Sallam, Ibrahim Elgendi, Kumudu S. Munasinghe, Abbas Jamalipour:
Efficient and Lightweight Convolutional Networks for IoT Malware Detection: A Federated Learning Approach. IEEE Internet Things J. 10(8, April 15): 7164-7173 (2023) - [j33]Mohamed Abdel-Basset, Reda Mohamed, Ibrahim M. Hezam, Karam M. Sallam, Ahmad M. Alshamrani, Ibrahim A. Hameed:
Optimizing jointly mining decision and resource allocation in a MEC-enabled blockchain networks. J. King Saud Univ. Comput. Inf. Sci. 35(9): 101779 (2023) - [j32]Fatma A. Hashim, Reham R. Mostafa, Abdelazim G. Hussien, Seyedali Mirjalili, Karam M. Sallam:
Fick's Law Algorithm: A physical law-based algorithm for numerical optimization. Knowl. Based Syst. 260: 110146 (2023) - [j31]Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ibrahim M. Hezam:
Multi-objective task scheduling method for cyber-physical-social systems in fog computing. Knowl. Based Syst. 280: 111009 (2023) - [j30]Ali Wagdy Mohamed, Karam M. Sallam, Prachi Agrawal, Anas A. Hadi, Ali Khater Mohamed:
Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems. Neural Comput. Appl. 35(2): 1493-1517 (2023) - [j29]Karam M. Sallam, Amr A. Abohany, Rizk M. Rizk-Allahi:
An enhanced multi-operator differential evolution algorithm for tackling knapsack optimization problem. Neural Comput. Appl. 35(18): 13359-13386 (2023) - [j28]Karam M. Sallam, Amr A. Abohany, Rizk Masoud Rizk-Allah:
Correction to: An enhanced multi-operator differential evolution algorithm for tackling knapsack optimization problem. Neural Comput. Appl. 35(24): 18089 (2023) - [j27]Reda M. Hussien, Amr A. Abohany, Nour Moustafa, Karam M. Sallam:
An improved Henry gas optimization algorithm for joint mining decision and resource allocation in a MEC-enabled blockchain networks. Neural Comput. Appl. 35(25): 18665-18680 (2023) - 2022
- [j26]Mohamed Abdel-Basset, Nihal N. Mostafa, Karam M. Sallam, Ibrahim Elgendi, Kumudu S. Munasinghe:
Enhanced COVID-19 X-ray image preprocessing schema using type-2 neutrosophic set. Appl. Soft Comput. 123: 108948 (2022) - [j25]Amr A. Abd El-Mageed, Ahmed G. Gad, Karam M. Sallam, Kumudu S. Munasinghe, Amr A. Abohany:
Improved Binary Adaptive Wind Driven Optimization Algorithm-Based Dimensionality Reduction for Supervised Classification. Comput. Ind. Eng. 167: 107904 (2022) - [j24]Ahmed Sedik, Amr A. Abohany, Karam M. Sallam, Kumudu S. Munasinghe, Tamer Medhat:
Deep fake news detection system based on concatenated and recurrent modalities. Expert Syst. Appl. 208: 117953 (2022) - [j23]Safaa M. Azzam, Marwa M. Sleem, Karam M. Sallam, Kumudu S. Munasinghe, Amr A. Abohany:
A framework for evaluating sustainable renewable energy sources under uncertain conditions: A case study. Int. J. Intell. Syst. 37(10): 6652-6685 (2022) - [j22]Izhar Ahmed Khan, Nour Moustafa, Dechang Pi, Karam M. Sallam, Albert Y. Zomaya, Bentian Li:
A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT Networks. IEEE Internet Things J. 9(13): 11604-11613 (2022) - [j21]Mohamed Abdel-Basset, Hossam Hawash, Karam M. Sallam, Sameh S. Askar, Mohamed Abouhawwash:
STLF-Net: Two-stream deep network for short-term load forecasting in residential buildings. J. King Saud Univ. Comput. Inf. Sci. 34(7): 4296-4311 (2022) - [j20]Shaymaa E. Sorour, Hanan E. Abdelkader, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany:
An analytical code quality methodology using Latent Dirichlet Allocation and Convolutional Neural Networks. J. King Saud Univ. Comput. Inf. Sci. 34(8 Part B): 5979-5997 (2022) - [j19]Ahmed G. Gad, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany:
An improved binary sparrow search algorithm for feature selection in data classification. Neural Comput. Appl. 34(18): 15705-15752 (2022) - [j18]Ahmed G. Gad, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany:
Correction to: An improved binary sparrow search algorithm for feature selection in data classification. Neural Comput. Appl. 34(18): 15753 (2022) - [j17]Mohamed Abdel-Basset, Abduallah Gamal, Karam M. Sallam, Ibrahim Elgendi, Kumudu S. Munasinghe, Abbas Jamalipour:
An Optimization Model for Appraising Intrusion-Detection Systems for Network Security Communications: Applications, Challenges, and Solutions. Sensors 22(11): 4123 (2022) - [j16]Ismail M. Ali, Karam M. Sallam, Nour Moustafa, Ripon K. Chakrabortty, Michael J. Ryan, Kim-Kwang Raymond Choo:
An Automated Task Scheduling Model Using Non-Dominated Sorting Genetic Algorithm II for Fog-Cloud Systems. IEEE Trans. Cloud Comput. 10(4): 2294-2308 (2022) - [j15]Mohamed Abdel-Basset, Hossam Hawash, Karam M. Sallam:
Federated Threat-Hunting Approach for Microservice-Based Industrial Cyber-Physical System. IEEE Trans. Ind. Informatics 18(3): 1905-1917 (2022) - [j14]Mohamed Abdel-Basset, Nour Moustafa, Hossam Hawash, Imran Razzak, Karam M. Sallam, Osama M. Elkomy:
Federated Intrusion Detection in Blockchain-Based Smart Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(3): 2523-2537 (2022) - [c14]Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed:
IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning. CEC 2022: 1-8 - [c13]Nada A. Nabeeh, Ahmed Abdel-Monem, Mai Mohamed, Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed:
A Comparative Analysis for a Novel Hybrid Methodology using Neutrosophic theory with MCDM for Manufacture Selection. FUZZ-IEEE 2022: 1-8 - [c12]Nada A. Nabeeh, Mai Mohamed, Ahmed Abdel-Monem, Mohamed Abdel-Basset, Karam M. Sallam, Mohammed El-Abd, Ali Wagdy Mohamed:
A Neutrosophic Evaluation Model for Blockchain Technology in Supply Chain Management. FUZZ-IEEE 2022: 1-8 - 2021
- [j13]Nishant Jagannath, Tudor Barbulescu, Karam M. Sallam, Ibrahim Elgendi, Asuquo A. Okon, Braden McGrath, Abbas Jamalipour, Kumudu S. Munasinghe:
A Self-Adaptive Deep Learning-Based Algorithm for Predictive Analysis of Bitcoin Price. IEEE Access 9: 34054-34066 (2021) - [j12]Mohamed Abdel-Basset, Karam M. Sallam, Reda Mohamed, Ibrahim Elgendi, Kumudu S. Munasinghe, Osama M. Elkomy:
An Improved Binary Grey-Wolf Optimizer With Simulated Annealing for Feature Selection. IEEE Access 9: 139792-139822 (2021) - [j11]Nishant Jagannath, Tudor Barbulescu, Karam M. Sallam, Ibrahim Elgendi, Braden McGrath, Abbas Jamalipour, Mohamed Abdel-Basset, Kumudu S. Munasinghe:
An On-Chain Analysis-Based Approach to Predict Ethereum Prices. IEEE Access 9: 167972-167989 (2021) - [j10]Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan:
BSMA: A novel metaheuristic algorithm for multi-dimensional knapsack problems: Method and comprehensive analysis. Comput. Ind. Eng. 159: 107469 (2021) - [j9]Ali A. Samir, Abdullah R. Rashwan, Karam M. Sallam, Ripon K. Chakrabortty, Michael J. Ryan, Amr A. Abohany:
Evolutionary algorithm-based convolutional neural network for predicting heart diseases. Comput. Ind. Eng. 161: 107651 (2021) - [j8]Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan:
A reinforcement learning based multi-method approach for stochastic resource constrained project scheduling problems. Expert Syst. Appl. 169: 114479 (2021) - [j7]Engy A. El-Shafeiy, Karam M. Sallam, Ripon K. Chakrabortty, Amr A. Abohany:
A clustering based Swarm Intelligence optimization technique for the Internet of Medical Things. Expert Syst. Appl. 173: 114648 (2021) - [c11]Ali Wagdy Mohamed, Anas A. Hadi, Prachi Agrawal, Karam M. Sallam, Ali Khater Mohamed:
Gaining-Sharing Knowledge Based Algorithm with Adaptive Parameters Hybrid with IMODE Algorithm for Solving CEC 2021 Benchmark Problems. CEC 2021: 841-848 - 2020
- [j6]Karam M. Sallam, Saber M. Elsayed, Ripon Kumar Chakrabortty, Michael J. Ryan:
Evolutionary Framework With Reinforcement Learning-Based Mutation Adaptation. IEEE Access 8: 194045-194071 (2020) - [j5]Mohamed Abdel-Basset, Reda Mohamed, Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan:
An Efficient-Assembler Whale Optimization Algorithm for DNA Fragment Assembly Problem: Analysis and Validations. IEEE Access 8: 222144-222167 (2020) - [j4]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Landscape-assisted multi-operator differential evolution for solving constrained optimization problems. Expert Syst. Appl. 162: 113033 (2020) - [j3]Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan:
A two-stage multi-operator differential evolution algorithm for solving Resource Constrained Project Scheduling problems. Future Gener. Comput. Syst. 108: 432-444 (2020) - [c10]Karam M. Sallam, Saber M. Elsayed, Ripon Kumar Chakrabortty, Michael J. Ryan:
Improved Multi-operator Differential Evolution Algorithm for Solving Unconstrained Problems. CEC 2020: 1-8 - [c9]Karam M. Sallam, Saber M. Elsayed, Ripon Kumar Chakrabortty, Michael J. Ryan:
Multi-Operator Differential Evolution Algorithm for Solving Real-World Constrained Optimization Problems. CEC 2020: 1-8 - [c8]Karam M. Sallam, Hasan Huseyin Turan, Ripon Kumar Chakrabortty, Sondoss Elsawah, Michael J. Ryan:
A Differential Evolution Algorithm for Military Workforce Planning Problems: A Simulation-Optimization Approach. SSCI 2020: 2504-2509
2010 – 2019
- 2019
- [c7]Karam M. Sallam, Ripon Kumar Chakrabortty, Michael J. Ryan:
A Hybrid Differential Evolution with Cuckoo Search for Solving Resource Constrained Project Scheduling Problems. IEEM 2019: 1344-1348 - [p1]Seham Elsayed, Mohammed El-Abd, Karam M. Sallam:
Enhancing the Local Search Ability of the Brain Storm Optimization Algorithm by Covariance Matrix Adaptation. Brain Storm Optimization Algorithms 2019: 105-122 - 2018
- [b1]Karam M. Sallam:
A Study of Function Landscape and Search Space with Evolutionary Algorithms. University of New South Wales, Canberra, Australia, 2018 - [c6]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Improved United Multi-Operator Algorithm for Solving Optimization Problems. CEC 2018: 1-8 - [c5]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam:
Landscape-Based Differential Evolution for Constrained Optimization Problems. CEC 2018: 1-8 - 2017
- [j2]Karam M. Sallam, Ruhul A. Sarker, Daryl Leslie Essam:
Reduced search space mechanism for solving constrained optimization problems. Eng. Appl. Artif. Intell. 65: 147-158 (2017) - [j1]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Landscape-based adaptive operator selection mechanism for differential evolution. Inf. Sci. 418: 383-404 (2017) - [c4]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Multi-method based orthogonal experimental design algorithm for solving CEC2017 competition problems. CEC 2017: 1350-1357 - 2016
- [c3]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Proceedings in Adaptation, Learning and Optimization. IES 2016: 371-387 - [c2]Karam M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam:
Two-phase differential evolution framework for solving optimization problems. SSCI 2016: 1-8 - 2015
- [c1]Karam M. Sallam, Ruhul A. Sarker, Daryl Essam, Saber M. Elsayed:
Neurodynamic differential evolution algorithm and solving CEC2015 competition problems. CEC 2015: 1033-1040
Coauthor Index
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