Souad Amjad

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Global Optimization

Feature Selection

Top Venues

J. Comput. Des. Eng.

Neural Comput. Appl.

Int. J. Softw. Sci. Comput. Intell.

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)
Younes Bouchlaghem, Yassine Akhiat, Kaouthar Touchanti, Souad Amjad
LSAE: Autoencoder Latent Space for Dimensionality Reduction-Based Approach for COVID-19 Classification and Detection Task Using Chest X-ray. Oper. Res. Forum 4 (4) (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)
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
Model-Based Method for Optimisation of an Adaptive System. Int. J. Softw. Sci. Comput. Intell. 14 (1) (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)
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
Generic Model for Adaptive Systems Realization. Int. J. Organ. Collect. Intell. 12 (2) (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)
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
MVC-IMASAM: Model-View-Controller inspired modeling approach for system adaptation management. CIST (2021)
Mohammed Yahyaoui, Souad Amjad, Lamia Benameur, Ismail Jellouli
Efficient of bitmap join indexes for optimising star join queries in relational data warehouses. Int. J. Comput. Intell. Stud. 9 (3) (2020)
Rhizlane Seltani, Noura Aknin, Souad Amjad, Kamal Eddine El Kadiri
Using Big Data Classification and Mining for the Decision-making 2.0 Process. BDCA (2015)