Souad Amjad

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation.
Expert Syst. Appl.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, M. A. Farag, Seyedali Mirjalili, Mostafa A. Elhosseini
2023 J jnl
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems.
Artif. Intell. Rev.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Mostafa A. Elhosseini
2023 J jnl
Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection.
J. Comput. Des. Eng.
Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, M. A. Farag, Saima Hassan, Seyedali Mirjalili, Mostafa A. El-Hosseini
2023 J jnl
LSAE: Autoencoder Latent Space for Dimensionality Reduction-Based Approach for COVID-19 Classification and Detection Task Using Chest X-ray.
Oper. Res. Forum
Younes Bouchlaghem, Yassine Akhiat, Kaouthar Touchanti, Souad Amjad
2023 J jnl
Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators.
Comput. Electr. Eng.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mahmoud Badawy, Seyedali Mirjalili, Mostafa A. Elhosseini
2022 J jnl
Addressing constrained engineering problems and feature selection with a time-based leadership salp-based algorithm with competitive learning.
J. Comput. Des. Eng.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. El-Hosseini
2022 J jnl
An innovative quadratic interpolation salp swarm-based local escape operator for large-scale global optimization problems and feature selection.
Neural Comput. Appl.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. Elhosseini
2022 J jnl
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark.
IEEE Access
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Seyedali Mirjalili, Nadhir Ben Halima, Mostafa A. Elhosseini
2022 J jnl
Generic Model for Adaptive Systems Realization.
Int. J. Organ. Collect. Intell.
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
2022 J jnl
Large scale salp-based grey wolf optimization for feature selection and global optimization.
Neural Comput. Appl.
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. Elhosseini
2022 J jnl
Model-Based Method for Optimisation of an Adaptive System.
Int. J. Softw. Sci. Comput. Intell.
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
2021 J jnl
A Hybrid Feature Selection Optimization Model for High Dimension Data Classification.
IEEE Access
Mohammed Qaraad, Souad Amjad, Ibrahim I. M. Manhrawy, Hanaa Fathi, Bayoumi Ali Hassan, Passent Mohammed El-Kafrawy
2021 — conf
MVC-IMASAM: Model-View-Controller inspired modeling approach for system adaptation management.
CIST
Magagi Ali Bachir, Ismail Jellouli, El Garouani Said, Souad Amjad
2020 J jnl
Efficient of bitmap join indexes for optimising star join queries in relational data warehouses.
Int. J. Comput. Intell. Stud.
Mohammed Yahyaoui, Souad Amjad, Lamia Benameur, Ismail Jellouli
2015 — conf
Using Big Data Classification and Mining for the Decision-making 2.0 Process.
BDCA
Rhizlane Seltani, Noura Aknin, Souad Amjad, Kamal Eddine El Kadiri