Search Results - "Alswaitti, Mohammed"

Particle Swarm Optimization: A Comprehensive Survey by Shami, Tareq M., El-Saleh, Ayman A., Alswaitti, Mohammed, Al-Tashi, Qasem, Summakieh, Mhd Amen, Mirjalili, Seyedali

“…Particle swarm optimization (PSO) is one of the most well-regarded swarm-based algorithms in the literature. Although the original PSO has shown good…”
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Density-based particle swarm optimization algorithm for data clustering by Alswaitti, Mohammed, Albughdadi, Mohanad, Isa, Nor Ashidi Mat

“…•Kernel density-based particle swarm optimization algorithm is proposed.•Multi-dimensional gravitational learning factors of particles are introduced.•Gaussian…”
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An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field by Elgamal, Zenab Mohamed, Yasin, Norizan Binti Mohd, Tubishat, Mohammad, Alswaitti, Mohammed, Mirjalili, Seyedali

“…Harris Hawks Optimization (HHO) algorithm is a new metaheuristic algorithm, inspired by the cooperative behavior and chasing style of Harris' Hawks in nature…”
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Dynamic Butterfly Optimization Algorithm for Feature Selection by Tubishat, Mohammad, Alswaitti, Mohammed, Mirjalili, Seyedali, Al-Garadi, Mohammed Ali, Alrashdan, Ma'en Tayseer, Rana, Toqir A.

“…Feature selection represents an essential pre-processing step for a wide range of Machine Learning approaches. Datasets typically contain irrelevant features…”
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An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation by Alrosan, Ayat, Alomoush, Waleed, Norwawi, Norita, Alswaitti, Mohammed, Makhadmeh, Sharif Naser

“…The artificial bee colony (ABC) algorithm is a relatively new algorithm inspired by nature and has been shown to be efficient in contrast to other optimization…”
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Optimized gravitational-based data clustering algorithm by Alswaitti, Mohammed, Ishak, Mohamad Khairi, Isa, Nor Ashidi Mat

“…Gravitational clustering is a nature-inspired and heuristic-based technique. The performance of nature-inspired algorithms relies on the balance achieved…”
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Improved sine cosine algorithm with simulated annealing and singer chaotic map for Hadith classification by Tubishat, Mohammad, Ja’afar, Salinah, Idris, Norisma, Al-Betar, Mohammed Azmi, Alswaitti, Mohammed, Jarrah, Hazim, Ismail, Maizatul Akmar, Omar, Mardian Shah

“…Feature selection (FS) represents an important task in classification. Hadith represents an example in which we can apply FS on it. Hadiths are the second…”
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Dimensionality Reduction, Modelling, and Optimization of Multivariate Problems Based on Machine Learning by Alswaitti, Mohammed, Siddique, Kamran, Jiang, Shulei, Alomoush, Waleed, Alrosan, Ayat

“…Simulation-based optimization design is becoming increasingly important in engineering. However, carrying out multi-point, multi-variable, and multi-objective…”
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Feature Mapping and Deep Long Short Term Memory Network-Based Efficient Approach for Parkinson's Disease Diagnosis by Demir, Fatih, Sengur, Abdulkadir, Ari, Ali, Siddique, Kamran, Alswaitti, Mohammed

“…In this paper, a novel approach was developed for Parkinson's disease (PD) diagnosis based on speech disorders. When the literature about the speech…”
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A Hybrid Approach for Solving Systems of Nonlinear Equations Using Harris Hawks Optimization and Newton's Method by Sihwail, Rami, Solaiman, Obadah Said, Omar, Khairuddin, Ariffin, Khairul Akram Zainol, Alswaitti, Mohammed, Hashim, Ishak

“…Systems of nonlinear equations are known as the basis for many models of engineering and data science, and their accurate solutions are very critical in…”
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Effects of Meteorological Parameters on Surface Water Loss in Burdur Lake, Turkey over 34 Years Landsat Google Earth Engine Time-Series by Abujayyab, Sohaib K. M., Almotairi, Khaled H., Alswaitti, Mohammed, Amr, Salem S. Abu, Alkarkhi, Abbas F. M., Taşoğlu, Enes, Hussein, Ahmad MohdAziz

“…The current work aims to examine the effect of meteorological parameters as well as the temporal variation on the Burdur Lake surface water body areas in…”
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An Astrocyte-Flow Mapping on a Mesh-Based Communication Infrastructure to Defective Neurons Phagocytosis by Rahmani, Amir Masoud, Ali Naqvi, Rizwan, Ali, Saqib, Hosseini Mirmahaleh, Seyedeh Yasaman, Alswaitti, Mohammed, Hosseinzadeh, Mehdi, Siddique, Kamran

“…In deploying the Internet of Things (IoT) and Internet of Medical Things (IoMT)-based applications and infrastructures, the researchers faced many sensors and…”
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Dynamic Salp swarm algorithm for feature selection by Tubishat, Mohammad, Ja'afar, Salinah, Alswaitti, Mohammed, Mirjalili, Seyedali, Idris, Norisma, Ismail, Maizatul Akmar, Omar, Mardian Shah

“…•A dynamic Salp swarm algorithm is proposed for feature selection.•The development of novel update equation to improve solutions diversity.•The development of…”
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A new validity clustering index-based on finding new centroid positions using the mean of clustered data to determine the optimum number of clusters by Abdalameer, Ahmed Khaldoon, Alswaitti, Mohammed, Alsudani, Ahmed Adnan, Isa, Nor Ashidi Mat

“…•A new CVI called VCIM is proposed to validate the clustering algorithm results.•VCIM is designed to determine the optimal number of clusters.•VCIM uses score…”
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Variance-based differential evolution algorithm with an optional crossover for data clustering by Alswaitti, Mohammed, Albughdadi, Mohanad, Mat Isa, Nor Ashidi

“…The differential evolution optimization-based clustering techniques are powerful, robust and more sophisticated than the conventional clustering methods due to…”
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Towards a massive sentinel-2 LAI time-series production using 2-D convolutional networks by Albughdadi, Mohanad, Rieu, Guillaume, Duthoit, Sylvie, Alswaitti, Mohammed

“…•A fast procedure to estimate LAI products from Sentinel-2 images is proposed based on 2-D ConvNets.•The model confidence interval is introduced as a quality…”
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A Simple and Effective Approach Based on a Multi-Level Feature Selection for Automated Parkinson's Disease Detection by Demir, Fatih, Siddique, Kamran, Alswaitti, Mohammed, Demir, Kursat, Sengur, Abdulkadir

“…Parkinson's disease (PD), which is a slowly progressing neurodegenerative disorder, negatively affects people's daily lives. Early diagnosis is of great…”
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TPPSO: A Novel Two-Phase Particle Swarm Optimization by Shami, Tareq M., Summakieh, Mhd Amen, Alswaitti, Mohammed, Jahdhami, Majan Abdullah Al, Sheikh, Abdul Manan, El-Saleh, Ayman A.

“…Particle swarm optimization (PSO) is a stout and rapid searching algorithm that has been used in various applications. Nevertheless, its major drawback is the…”
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Training Green AI Models Using Elite Samples by Alswaitti, Mohammed, Verdecchia, Roberto, Danoy, Grégoire, Bouvry, Pascal, Pecero, Johnatan

“…The substantial increase in AI model training has considerable environmental implications, mandating more energy-efficient and sustainable AI practices. On the…”
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Constraint Model for the Satellite Image Mosaic Selection Problem by Simón, Manuel Combarro, Talbot, Pierre, Danoy, Grégoire, Musial, Jedrzej, Alswaitti, Mohammed, Bouvry, Pascal

“…In 29th International Conference on Principles and Practice of Constraint Programming. Leibniz International Proceedings in Informatics (LIPIcs), Volume 280,…”
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