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Reinforcement learning-based assimilation of the WOFOST crop model
Published 2024-12-01Get full text
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10664
LightGBM hybrid model based DEM correction for forested areas.
Published 2024-01-01“…To overcome these shortcomings, this paper cites an improved SSA search algorithm that incorporates the ingestion strategy of the FA algorithm to increase the diversity of solutions and global search capability, the Firefly Algorithm-based Sparrow Search Optimization Algorithm (FA-SSA algorithm) is introduced. …”
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10665
Peningkatan Akurasi Klasifikasi Algoritma C 4.5 Menggunakan Teknik Bagging pada Diagnosis Penyakit Jantung
Published 2020-10-01“…The purpose of the authors conducting this research is to determine the application of bagging techniques on the C4.5 algorithm, determine the accuracy of the results in the C4.5 algorithm, and compare the level of accuracy of the application of bagging techniques on the C4.5 algorithm. …”
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A Sea Horse Optimization-Based Approach for PEM Fuel Cell Model Parameter Estimation
Published 2025-07-01Get full text
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10667
Assessment of GOCI-II satellite remote sensing products in Lake Taihu
Published 2024-11-01“…Additionally, further research is needed to develop more suitable retrieval algorithms for Chl-a concentration and aph in eutrophic waters to improve accuracy.…”
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Multifeatured Image Retrieval Techniques Based on Partial Differential Equations for Online Shopping
Published 2021-01-01“…The purpose of this article for image recognition is for better shopping platforms for merchants. This algorithm has trained multiple samples and has data support. …”
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10669
FEATURES OF CONTROLLING ELECTROPNEUMATIC VALVES OF ACTUATOR TO CONTROL ITS CLUTCH WITH ACCELERATION VALVE
Published 2018-02-01“…The aim is to design control of the electropneumatic actuator, to control its coupling with the acceleration valve on the basis of experimental research as well as to provide rational parameters of the automated clutch control system for the robotic transmission. …”
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Evolving Many-Objective Job Shop Scheduling Dispatching Rules via Genetic Programming With Adaptive Search Based on the Frequency of Features
Published 2025-01-01“…The proposed algorithm introduces an adaptive search strategy that is implemented through re-initialization during the evolutionary process. …”
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3D Film Animation Image Acquisition and Feature Processing Based on the Latest Virtual Reconstruction Technology
Published 2021-01-01“…In this paper, the latest virtual reconstruction technology is used to conduct in-depth research on 3D movie animation image acquisition and feature processing. …”
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GES: A New Building Damage Data Augmentation and Detection Method Based on Extremely Imbalanced Data and Unique Spatial Distribution of Satellite Images
Published 2024-01-01“…The xFBD<sub>TWC</sub> dataset, featuring balanced samples and cloud occlusion, has demonstrated its excellence through experimental results. The experimental research on the proposed algorithm is conducted using the mainstream object detection models. …”
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Redundant Path Optimization in Smart Ship Software-Defined Networking and Time-Sensitive Networking Networks: An Improved Double-Dueling-Deep-Q-Networks-Based Approach
Published 2024-12-01“…Experimental evaluations demonstrate that the proposed algorithm exhibits robust convergence characteristics and significantly outperforms existing algorithms in terms of reducing network latency and packet loss rates. …”
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Optimizing Pre-Trained Models for Medical Dataset Classification with a Fine-Tuning Approach
Published 2025-04-01“…Traditional analytical techniques prove inadequate when dealing with extraction from features and performance of classifiers in this specific setting. The research introduces an algorithm which enhances Stacked Autoencoders (SAEs) by combining them with a customized Logistic Regression model intended for medical high-dimensional data analysis. …”
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A Novel Method of Self-Healing Concrete to Improve Durability and Extend the Service Life of Civil Infrastructure
Published 2023-01-01“…Moreover, a concrete durability prediction model based on particle swarm optimization-least squares support vector machine (PSO-LSSVM) and improved NSGA-II (nondominated sorting genetic algorithm II) algorithm was proposed to quickly and accurately determine the optimization scheme of self-healing concrete mix proportion. …”
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Temperature rise of high-speed bearing in gearbox of 5 MW wind turbine based on Bayesian-LightGBM and improved PSO-SVM troubleshooting
Published 2025-07-01“…Then, the hyperparameters of the PSO algorithm are optimised using Bayesian algorithm and further, the optimised PSO algorithm is applied to identify the SVM parameters. …”
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Neighbor-Relationship-Based Adaptive Density Peak Clustering
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The usage of power system multi-model forecasting aided state estimation for cyber attack detection
Published 2022-01-01“…However, there is a class of cyberattacks, so-called False Data Injection Attack, aimed at distorting the results of the state estimation. The aim of the research was to develop a state estimation algorithm, which is able to work in the presence of cyber-attack with high accuracy.METHODS. …”
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