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Unleashing Predicting a Comparative Study of Machine Learning for Bankruptcy Risk Prediction
Published 2024-03-01Get full text
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Benchmarking a Novel Particle Swarm Optimization Dynamic Model Versus HOMER in Optimally Sizing Grid-Integrated Hybrid PV–Hydrogen Energy Systems
Published 2024-12-01Subjects: Get full text
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Optimizing Vehicle Placement in the Residual Spaces of Unmarked Parking Areas: A Comparative Study of Heuristic Methods
Published 2025-06-01“…This study investigates the optimal allocation of additional vehicles in spaces left unoccupied around parked cars by comparing seven heuristic optimization algorithms: Particle Swarm Optimization, Artificial Bee Colony, Gray Wolf Optimizer, Harris Hawks Optimizer, Phasor Particle Swarm Optimization, Multi-Population Based Differential Evolution, and the Colony-Based Search Algorithm. …”
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A Comparative Review on Superdirectivite Antenna Systems in Modern Literature
Published 2025-01-01“…The progression from classically fed arrays with optimized excitation currents to strategic reactive loading of parasitic arrays is discussed, along with emerging approaches that favor supergain over classical superdirectivity through load-less or geometrically optimized designs. …”
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Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance
Published 2025-05-01“…We examine the mechanisms integrated into them and compare the performance of algorithms. To compare their performances, statistical comparisons were used as they enable us to draw reliable conclusions about the algorithms’ performances. …”
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Comparative control governor systems for power and frequency optimization of an Islanding off-grid small hydropower plant
Published 2025-02-01“…This study presents a comparative analysis of control governor systems designed for power and frequency optimization in such scenarios for Hhaynu Small-hydropower plant in Mbulu—Tanzania. …”
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Des petites villes davantage touchées par la décroissance ? Comparaison des trajectoires démographiques à l’échelle européenne (1961-2011)
Published 2019-07-01Subjects: Get full text
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Optimizing breast cancer ultrasound diagnosis: a comparative study of AI model performance and image resolution
Published 2025-06-01“…ObjectivesTo determine the optimal combination of artificial intelligence (AI) models and ultrasound (US) image resolutions for breast cancer diagnosis and evaluate whether this combination surpasses the diagnostic accuracy of senior radiologists.Materials and methodsWe systematically compared lightweight (MobileNet, Xception) and dense neural networks (ResNet50, DenseNet121) using three image resolutions (224 × 224, 320 × 320, 448 × 448 pixels). …”
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A comparative study of deterministic and stochastic computational modeling approaches for analyzing and optimizing COVID-19 control
Published 2025-04-01“…Abstract This paper presents a comparative analysis of deterministic and stochastic computational modeling approaches for the optimal control of COVID-19. …”
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Optimizing Energy Efficiency and Green Storage in RAID-6 Systems: Comparative Analyses of Error Correction Codes
Published 2025-01-01“…Future research aims to implement these optimizations in actual storage setups within cloud and high-performance computing settings, potentially reducing both operational costs and environmental impacts. …”
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Optimizing potato yield predictions in Uttar Pradesh, India: a comparative analysis of machine learning models
Published 2025-07-01“…This research aims to compare the performance of five machine learning models—Elastic Net (ELNET), Random Forest, Artificial Neural Network (ANN), Extreme Gradient Boosting (XGBoost) and Support Vector Regression (SVR) to identify the most effective approach for potato yield forecasting. …”
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Comparative analysis and optimal allocation of virtual inertia from grid‐forming and grid‐following controlled ESSs
Published 2024-10-01“…Through the comparative analysis of corresponding optimal results, the conclusions from two aspects are drawn: in terms of transient frequency support, the grid‐forming devices can provide no less than 26% better inertia support; with the higher power capacity and similar energy capacity, the grid‐forming devices can relieve the response pressure of other generators by approximately 77.1%.…”
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Towards Efficient Bio-Methanation: A Comparative Analysis of Disperser Designs and Process Optimization in Bubble Columns
Published 2025-01-01“…This study aims to contribute to the optimization of bio-methanation in bubble columns, making it a more viable alternative to stirred tank reactors. …”
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Optimizing FSP Parameters for AA5083/SiC Composites: A Comparative Analysis of Taguchi and Regression
Published 2025-03-01Get full text
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