A Modified Gradient Search Rule Based on the Quasi-Newton Method and a New Local Search Technique to Improve the Gradient-Based Algorithm: Solar Photovoltaic Parameter Extraction
Mahmood, Bushra Shakir, Hussein, Nazar K., Aljohani, Mansourah, Qaraad, Mohammed
Published in Mathematics (Basel) (01.10.2023)
Published in Mathematics (Basel) (01.10.2023)
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Journal Article
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K., Mirjalili, Seyedali, Halima, Nadhir Ben, Elhosseini, Mostafa A.
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
Fine-Tuned Cardiovascular Risk Assessment: Locally Weighted Salp Swarm Algorithm in Global Optimization
Mohammed, Shahad Ibrahim, Hussein, Nazar K, Haddani, Outman, Aljohani, Mansourah, Alkahya, Mohammed Abdulrazaq, Qaraad, Mohammed
Published in Mathematics (Basel) (01.01.2024)
Published in Mathematics (Basel) (01.01.2024)
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Journal Article
Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection
Hussein, Nazar K, Qaraad, Mohammed, Amjad, Souad, Farag, M A, Hassan, Saima, Mirjalili, Seyedali, Elhosseini, Mostafa A
Published in Journal of computational design and engineering (01.08.2023)
Published in Journal of computational design and engineering (01.08.2023)
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Journal Article
Brain Cancer Prediction Based on Novel Interpretable Ensemble Gene Selection Algorithm and Classifier
Almars, Abdulqader M., Alwateer, Majed, Qaraad, Mohammed, Amjad, Souad, Fathi, Hanaa, Kelany, Ayda K., Hussein, Nazar K., Elhosseini, Mostafa
Published in Diagnostics (Basel) (19.10.2021)
Published in Diagnostics (Basel) (19.10.2021)
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Journal Article
Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K., Badawy, Mahmoud, Mirjalili, Seyedali, Elhosseini, Mostafa A.
Published in Computers & electrical engineering (01.03.2023)
Published in Computers & electrical engineering (01.03.2023)
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Journal Article
Quadratic interpolation and a new local search approach to improve particle swarm optimization: Solar photovoltaic parameter estimation
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K., Farag, M.A., Mirjalili, Seyedali, Elhosseini, Mostafa A.
Published in Expert systems with applications (01.02.2024)
Published in Expert systems with applications (01.02.2024)
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Journal Article
An innovative quadratic interpolation salp swarm-based local escape operator for large-scale global optimization problems and feature selection
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K., Elhosseini, Mostafa A.
Published in Neural computing & applications (01.10.2022)
Published in Neural computing & applications (01.10.2022)
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Journal Article
An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K., Mirjalili, Seyedali, Elhosseini, Mostafa A.
Published in The Artificial intelligence review (01.08.2023)
Published in The Artificial intelligence review (01.08.2023)
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Journal Article
Addressing constrained engineering problems and feature selection with a time-based leadership salp-based algorithm with competitive learning
Qaraad, Mohammed, Amjad, Souad, Hussein, Nazar K, Elhosseini, Mostafa A
Published in Journal of computational design and engineering (01.12.2022)
Published in Journal of computational design and engineering (01.12.2022)
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Journal Article
Feature Selection Techniques for Cancer Classification applied to Microarray Data: A survey
Qaraad, Mohammed, Amjad, Souad, Fathi, Hanaa, Manhrawy, Ibrahim I.M.
Published in 2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) (01.12.2019)
Published in 2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) (01.12.2019)
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Conference Proceeding
Parameters Optimization of Elastic NET for High Dimensional Data using PSO Algorithm
Qaraad, Mohammed, Amjad, Souad, El-Kafrawy, Passent, Fathi, Hanaa, Manhrawy, Ibrahim I.M.
Published in 2020 International Conference on Intelligent Systems and Computer Vision (ISCV) (01.06.2020)
Published in 2020 International Conference on Intelligent Systems and Computer Vision (ISCV) (01.06.2020)
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Conference Proceeding
Using Multi-Feature Selection with machine learning for De novo Acute Myeloid Leukemia in Egypt
El-Kafrawy, Passent, Manhrawy, Ibrahim I.M., Fathi, Hanaa, Qaraad, Mohammed, Kelany, Ayda K.
Published in 2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) (01.12.2019)
Published in 2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) (01.12.2019)
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Conference Proceeding