Mohammed Qaraad

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Global Optimization

Intrusion Detection System

Feature Selection

Top Venues

J. Comput. Des. Eng.

Neural Comput. Appl.

Artif. Intell. Rev.

Publications

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, M. A. Farag, Seyedali Mirjalili, Mostafa A. Elhosseini
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation. Expert Syst. Appl. 236 (2024)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Mostafa A. Elhosseini
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems. Artif. Intell. Rev. 56 (8) (2023)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini
Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators. Comput. Electr. Eng. 106 (2023)
Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, M. A. Farag, Saima Hassan, Seyedali Mirjalili, Mostafa A. El-Hosseini
Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection. J. Comput. Des. Eng. 10 (4) (2023)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. Elhosseini
An innovative quadratic interpolation salp swarm-based local escape operator for large-scale global optimization problems and feature selection. Neural Comput. Appl. 34 (20) (2022)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Nadhir Ben Halima, Mostafa A. Elhosseini
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark. IEEE Access 10 (2022)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. El-Hosseini
Addressing constrained engineering problems and feature selection with a time-based leadership salp-based algorithm with competitive learning. J. Comput. Des. Eng. 9 (6) (2022)
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. Elhosseini
Large scale salp-based grey wolf optimization for feature selection and global optimization. Neural Comput. Appl. 34 (11) (2022)
Mohammed Qaraad, Souad Amjad, Ibrahim I. M. Manhrawy, Hanaa Fathi, Bayoumi Ali Hassan, Passent M. ElKafrawy
A Hybrid Feature Selection Optimization Model for High Dimension Data Classification. IEEE Access 9 (2021)
Passent M. ElKafrawy, Hanaa Fathi, Mohammed Qaraad, Ayda K. Kelany, Xumin Chen
An Efficient SVM-Based Feature Selection Model for Cancer Classification Using High-Dimensional Microarray Data. IEEE Access 9 (2021)
Ibrahim I. M. Manhrawy, Mohammed Qaraad, Passent M. ElKafrawy
Hybrid feature selection model based on relief-based algorithms and regulizer algorithms for cancer classification. Concurr. Comput. Pract. Exp. 33 (17) (2021)