Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, +3

Expert Systems with Applications

Large-scale Global OptimizationEngineeringEnergy ManagementSolar PowerEnergy Optimization +8

Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, +3

Computers & Electrical Engineering

Electrical EngineeringEngineeringLocal Escape OperatorsSolar PowerEnergy Management +6

Large scale salp-based grey wolf optimization for feature selection and global optimization

Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, +1

Neural Computing and Applications

Large-scale Global OptimizationComputational ScienceEngineeringMachine LearningData Science +4

A Hybrid Feature Selection Optimization Model for High Dimension Data Classification

Mohammed Qaraad, Souad Amjad, Ibrahim I. M. Manhrawy, +3

IEEE Access

EngineeringMachine LearningFeature SelectionEnsvm ModelOptimization-based Data Mining +15

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, +1

Neural Computing and Applications

Mathematical ProgrammingNumerical AnalysisInnovative Quadratic InterpolationLarge-scale Global OptimizationEngineering +8

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, +3

IEEE Access

Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection

Nazar K. Hussein, Mohammed Qaraad, Souad Amjad, +4

Journal of Computational Design and Engineering

EngineeringMachine LearningMfo AlgorithmFeature SelectionEvolutionary Multimodal Optimization +18

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, +1

Journal of Computational Design and Engineering

Mathematical ProgrammingArtificial IntelligenceSearch OptimizationLarge-scale Global OptimizationEngineering +18

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, +2

Artificial Intelligence Review

EngineeringIntrusion Detection SystemComputer EngineeringSystems EngineeringComputer Science

Brain Cancer Prediction Based on Novel Interpretable Ensemble Gene Selection Algorithm and Classifier

Abdulqader M. Almars, Majed Alwateer, Mohammed Qaraad, +5

Diagnostics

EngineeringMachine LearningFeature SelectionPathologyGlioma +20