Using Big Data Classification and Mining for the Decision-making 2.0 Process. - Rhizlane Seltani; Noura Aknin; Souad Amjad; Kamal Eddine El Kadiri (BDCA, 2015)

Efficient of bitmap join indexes for optimising star join queries in relational data warehouses. - Mohammed Yahyaoui; Souad Amjad; Lamia Benameur; Ismail Jellouli (Int. J. Comput. Intell. Stud., 2020)

MVC-IMASAM: Model-View-Controller inspired modeling approach for system adaptation management. - Magagi Ali Bachir; Ismail Jellouli; El Garouani Said; Souad Amjad (CIST, 2021)

A Hybrid Feature Selection Optimization Model for High Dimension Data Classification. - Mohammed Qaraad; Souad Amjad; Ibrahim I. M. Manhrawy; Hanaa Fathi; Bayoumi Ali Hassan; Passent Mohammed El-Kafrawy (IEEE Access, 2021)

Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Seyedali Mirjalili; Nadhir Ben Halima; Mostafa A. Elhosseini (IEEE Access, 2022)

Generic Model for Adaptive Systems Realization. - Magagi Ali Bachir; Ismail Jellouli; El Garouani Said; Souad Amjad (Int. J. Organ. Collect. Intell., 2022)

Model-Based Method for Optimisation of an Adaptive System. - Magagi Ali Bachir; Ismail Jellouli; El Garouani Said; Souad Amjad (Int. J. Softw. Sci. Comput. Intell., 2022)

Addressing constrained engineering problems and feature selection with a time-based leadership salp-based algorithm with competitive learning. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Mostafa A. El-Hosseini (J. Comput. Des. Eng., 2022)

Large scale salp-based grey wolf optimization for feature selection and global optimization. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Mostafa A. Elhosseini (Neural Comput. Appl., 2022)

An innovative quadratic interpolation salp swarm-based local escape operator for large-scale global optimization problems and feature selection. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Mostafa A. Elhosseini (Neural Comput. Appl., 2022)

An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Seyedali Mirjalili; Mostafa A. Elhosseini (Artif. Intell. Rev., 2023)

Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; Mahmoud Badawy 001; Seyedali Mirjalili; Mostafa A. Elhosseini (Comput. Electr. Eng., 2023)

Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection. - Nazar K. Hussein; Mohammed Qaraad; Souad Amjad; M. A. Farag; Saima Hassan; Seyedali Mirjalili; Mostafa A. El-Hosseini (J. Comput. Des. Eng., 2023)

LSAE: Autoencoder Latent Space for Dimensionality Reduction-Based Approach for COVID-19 Classification and Detection Task Using Chest X-ray. - Younes Bouchlaghem; Yassine Akhiat; Kaouthar Touchanti; Souad Amjad (Oper. Res. Forum, 2023)

Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation. - Mohammed Qaraad; Souad Amjad; Nazar K. Hussein; M. A. Farag; Seyedali Mirjalili; Mostafa A. Elhosseini (Expert Syst. Appl., 2024)