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Souad Amjad

Observed names: Amjad Souad, Amjad, Souad, Souad AMJAD
ORCID: 0009-0004-4263-5634
Observed ORCID: 0009-0004-4263-5634
OpenAlex ID: A5023019170
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation
2023 · Mohammed Qaraad, Souad Amjad, et al. · Expert Systems with Applications · 157
Feature Selection: A Review and Comparative Study
2022 · Younes Bouchlaghem, Yassine Akhiat, et al. · E3S Web of Conferences · 118
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Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators
2023 · Mohammed Qaraad, Souad Amjad, et al. · Computers & Electrical Engineering · 105
Large scale salp-based grey wolf optimization for feature selection and global optimization
2022 · Mohammed Qaraad, Souad Amjad, et al. · Neural Computing and Applications · 80
A Hybrid Feature Selection Optimization Model for High Dimension Data Classification
2021 · Mohammed Qaraad, Souad Amjad, et al. · IEEE Access · 54
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An innovative quadratic interpolation salp swarm-based local escape operator for large-scale global optimization problems and feature selection
2022 · Mohammed Qaraad, Souad Amjad, et al. · Neural Computing and Applications · 49
Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection
2023 · Nazar K Hussein, Mohammed Qaraad, et al. · Journal of Computational Design and Engineering · 35
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Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark
2022 · Mohammed Qaraad, Souad Amjad, et al. · IEEE Access · 33
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An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems
2022 · Mohammed Qaraad, Souad Amjad, et al. · Artificial Intelligence Review · 30
Addressing constrained engineering problems and feature selection with a time-based leadership salp-based algorithm with competitive learning
2022 · Mohammed Qaraad, Souad Amjad, et al. · Journal of Computational Design and Engineering · 20
Brain Cancer Prediction Based on Novel Interpretable Ensemble Gene Selection Algorithm and Classifier
2021 · Abdulqader M. Almars, Majed Alwateer, et al. · Diagnostics · 14
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Transfer functions method and sub-structuration technique for two-dimensional heat conduction problems in high thermal mass systems
2003 · Souad Amjad, Abdelhalim Abdelbaki, et al. · Energy and Buildings · 14
Parameters Optimization of Elastic NET for High Dimensional Data using PSO Algorithm
2020 · Mohammed Qaraad, Souad Amjad, et al. · International Conference on Intelligent Systems and Computer Vision (ISCV) · 11
A novel feature selection method with transition similarity measure using reinforcement learning
2024 · Younes Bouchlaghem, Yassine Akhiat, et al. · Decision Analytics Journal · 10
Feature Selection Techniques for Cancer Classification applied to Microarray Data: A survey
2019 · Mohammed Qaraad, Souad Amjad, et al. · International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) · 9
Model-Based Method for Optimisation of an Adaptive System
2022 · Magagi Ali Bachir, Jelloulil Ismail, et al. · International Journal of Software Science and Computational Intelligence · 3
MVC-IMASAM: Model-View-Controller inspired modeling approach for system adaptation management
2020 · Magagi Ali Bachir, Ismail Jellouli, et al. · IEEE Congress on Information Science and Technology (CiSt) · 3
LSAE: Autoencoder Latent Space for Dimensionality Reduction-Based Approach for COVID-19 Classification and Detection Task Using Chest X-ray
2023 · Younes Bouchlaghem, Yassine Akhiat, et al. · Operations Research Forum · 2
A Critical Review on Concept Drift Monitoring Process for Class Imbalance in Data Streams
2021 · Nouhaila Aasoum, Ismail Jellouli, et al. · International Conference on Big Data, Modelling and Machine Learning (BML) · 2
IMS-LIP-KM: Extension of IMS-LIP Standard for Modeling a New User Profile
2020 · Haddani Outman, Amjad Souad, et al. · International Journal of Computer Applications · 2
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Personalized recommendation of human resources based on preferences and personality types a collaborative filtering-based approach
2016 · Haddani Outman, Amjad Souad, et al. · International Conference on Systems of Collaboration Big Data, Internet of Things & Security (SysCoBIoTS) · 2
A Collaborative Process of Decision Making in the Business Context based on Online Questionnaires
2016 · Rhizlane Seltani, Noura Aknin, et al. · International Journal of Advanced Computer Science and Applications · 2
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Process Optimization Time for a Service in 4G Network by SNMP Monitoring and IaaS Cloud Computing
2013 · Yassine ElMahoti, Noura Aknin, et al. · International Journal of Computer Applications · 2
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Security and Privacy-Preserving Techniques of Federated Learning in Edge Computing: A Comparative Study
2024 · Nouhaila Aasoum, Ismail Jellouli, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 1
An approach system detection intrusion for an IOT-based learning system
2023 · Admeur Smail, Alaoui Souad, et al. · Atlantis highlights in social sciences, education and humanities/Atlantis Highlights in Social Sciences, Education and Humanities · 1
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Works count: 47
Citation count: 762
H-index: 12
I10-index: 14
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