Intrusion Detection for Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach حسب Shaikh Afnan Birahim (22303750)

"…However, their susceptibility to intrusions poses a significant challenge. This paper proposes a novel Intrusion Detection System (IDS) leveraging Particle Swarm Optimization (PSO) and an ensemble machine learning approach combining Random Forest (RF), Decision Tree (DT), and K-Nearest Neighbors (KNN) models to enhance the accuracy and reliability of intrusion detection in WSNs. …"

An Improved Genghis Khan Optimizer based on Enhanced Solution Quality Strategy for Global Optimization and Feature Selection Problems حسب Abdel-Salam, Mahmoud

"…The trials conducted using FS datasets yield a quantitative consideration of the I-GKSO's capacity to attain the most optimal subset of features. Furthermore, Wilcoxon and Friedman's non-parametric tests were accomplished to support the performance of the proposed method.…"
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Morphological changes in amblyopic eyes in choriocapillaris and Sattler’s layer in comparison to healthy eyes, and in retinal nerve fiber layer in comparison to fellow eyes through... حسب Masri, Oussama Samer

"…Results The method of measuring reflectivity is good to excellent reliability for all regions of interest except the fourth. The mean reflectivity of the choriocapillaris and Sattler’s layer in amblyopic eyes were significantly lower than in healthy eyes (p = 0.003 and p = 0.008 respectively). …"
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Optimization of PV Cleaning Practices: Comparison Between Performance-Based and Periodic-Based Approaches حسب Abdulla Alhajeri, Rashed

"…The soiling can lead to significant losses in elec tricity production, especially in a place like Dubai, UAE. …"
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Mathematical Model-Based Optimization of Continuous Flow Photobioreactor Operating at Steady State Using MATLAB Optimization Function حسب Ibrahim M. Abu-Reesh (4501213)

"…The <i>fmincon</i> optimization results agree well with the literature that used different optimization methods. …"

Augmented arithmetic optimization algorithm using opposite-based learning and lévy flight distribution for global optimization and data clustering حسب Abu Zitar, Raed

"…This paper proposes a new data clustering method using the advantages of metaheuristic (MH) optimization algorithms. …"

Race/ethnicity and challenges for optimal insulin therapy حسب Nayla Cristina, do Vale Moreira

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Integrating data collection optimization into pavement management systems حسب Bazi, Gabriel

"…This paper describes a method for using location data to optimize the routing of pavement data collection vehicles. …"
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Optimizing patellar positioning during total knee arthroplasty حسب Deeb, Mary

"…Medialization of the prosthetic patella has been recommended; however, no evidence-based guidelines have been reported. Material and method This anatomical study aims to quantify a pre-defined optimal location for positioning of the patellar component with regard to the centre of the patellar cut. …"
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Optimization of p-chart for Processes with Multiple Assignable Causes and Random Shift حسب Mohammed, Emad Aldin Mohammed Abdelkreem

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Optimizing Document Classification: Unleashing the Power of Genetic Algorithms حسب Ghulam Mustafa (458105)

"…BERT generates a 768-dimensional vector for each record, which introduces significant time complexity during computation. Additionally, our proposed model optimizes the features using a genetic algorithm. …"

A practical routing model for optimized pavement data collection حسب Bazi, Gabriel

"…The routing of these vehicles, however, is often managed in an ad hoc manner with significant expense. This paper introduces a practical optimization method for designing the routes of pavement data collection equipment. …"
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Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence حسب Atiq Ur Rehman (8843024)

"…An extensive experimentation is carried out to optimize twelve benchmark functions using the proposed Multi-Cluster Jumping PSO and a significant difference is observed in the convergence speed of the proposed method over the existing state-of-the-art approaches.…"

A review on recent developments in control and optimization of micro grids حسب Saima Ishaq (21347633)

"…As the grid is moving towards optimal design of microgrid structures this manuscript reviews a number of optimization techniques along with their benefits and drawbacks.…"

The Impact of Internship and On-site Feedback on Enhancing Employable Skills: Accounting Stakeholders' Perspectives in UAE Hospitality and Tourism Programmes حسب AL KADRI, GHADAH MOHAMMAD HUSSAIN

"…The study focuses on three objectives: (1) assessing the role of internships in skill development, (2) examining the impact of on-site feedback, and (3) analyzing stakeholder perspectives, including faculty, employers, and students. Using a mixed-methods approach incorporating a literature review, statistical analysis, and qualitative interviews with faculty, coordinators, and industry professionals the findings emphasize that internships significantly foster skill development, career readiness, and alignment with workforce demands. …"
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A hybrid Harris Hawks optimizer for economic load dispatch problems حسب Al-Betar, Mohammed Azmi

"…Due to the complexity of ELD search space, as it is rigid and deep, the exploitation of HHO is improved by hybridizing it with a recent local search method called adaptive-hill climbing. The HHO can navigate several potential search space regions, while adaptive-hill climbing is used to deeply search for the local optimal solution in each potential region. …"
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An ant colony optimization algorithm to improve software quality prediction models حسب Azar, D.

"…Method This paper presents an adaptive approach that takes already built predictive models and adapts them (one at a time) to new data. …"
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Applying Graph Neural Networks to the Decision Version of Graph Combinatorial Optimization Problems حسب Raka Jovanovic (17947838)

"…Computational experiments show that this new structure is significantly more efficient than basic structures. To further improve the performance of this method, the use of GCN ensembles is also explored. …"

Optimizing the Cleaning Frequency of Solar Photovoltaic (PV) systems Using Numerical Analysis حسب Kaiss, El-Cheikh Amer Kais

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Optimal Planning of Distributed Generators and Shunt Capacitors in Isolated Microgrids With Nonlinear Loads حسب Yazdavar, Ameen H.

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