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1021
Modelo de distribución potencial de Leucaena leucocephala y Acacia farnesiana para el Noreste de México
Published 2024-12-01“…The ecological niche models were developed with the maximum entropy algorithm of the Maxent software, the value of the area under the curve was used, using the Tool for Partial-ROC program and the Jackknife method was used to estimate the relative contribution of each climate variable. …”
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1022
Primary posterior capsulorexis: historical aspects and the current state of the issue
Published 2024-06-01“…However, some studies have shown the possibility of partial or complete «closure» of the capsulorexis area by proliferating epithelial cells of the lens (ECL) in adult patients. …”
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1023
Quantitative Prediction of Protein Content in Corn Kernel Based on Near-Infrared Spectroscopy
Published 2024-12-01“…Feature wavelengths were selected to enhance model accuracy further using the Successive Projections Algorithm (SPA) and Uninformative Variable Elimination (UVE). …”
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1024
Predicting the passive control of fluid forces over circular cylinder in a time dependent flow using neuro-computing
Published 2024-12-01“…The finite element method is employed as a computational technique to address complex nonlinear governing equations. The nonlinear partial differential equations are spatially discretized with the finite element method, while temporal derivatives are addressed using a backward implicit Euler scheme. …”
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1025
Novel nocturnal insect pest monitoring for sustainable crop protection using ensemble augmented deep learning classification
Published 2025-12-01“…This may be addressed by developing an identification algorithm for adult weevils. Here we present results that show improved machine learning models can identify adult vine weevils under laboratory and semi-field conditions. …”
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1026
A New and Improved Sliding Mode Control Design Based on a Grey Linear Regression Model and Its Application in Pure Sine Wave Inverters for Photovoltaic Energy Conversion Systems
Published 2025-03-01“…A traditional maximum power point tracking (MPPT) algorithm in such a case misclassifies and fail to locate the global extremes. …”
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1027
Quantifying the impacts of volume-based procurement policy on spatial accessibility of antidepressants via generic substitution: A four-city cohort study using drug sales data.
Published 2025-01-01“…<h4>Methods</h4>The least-cost-path algorithm was employed to calculate travel time from each population point to the nearest medical institution. …”
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1028
Rapid and Simultaneous Prediction of Eight Diesel Quality Parameters through ATR-FTIR Analysis
Published 2018-01-01“…Likewise, four variable selection approaches were tested: manual exclusion, forward interval PLS (FiPLS), backward interval PLS (BiPLS), and genetic algorithm (GA). The multivariate filters and variables selection algorithms generated more fitted and accurate PLS models. …”
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1029
Metabolomic analysis in severe childhood pneumonia in the Gambia, West Africa: findings from a pilot study.
Published 2010-09-01“…The dataset was additionally analyzed with the machine-learning algorithm RF in order to address issues of model overfitting and markers were selected based on their variable importance ranking. …”
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1030
A Comprehensive Framework for Adaptive Electric Vehicle Charging Station Siting and Sizing Based on Transferable Spatio-Temporal Demand Prediction
Published 2025-01-01“…The optimal coordinated EVCS construction strategy is obtained using the NSGA-II algorithm. Finally, this framework was employed in Shenzhen and Shanwei for empirical analysis, confirming its feasibility and accuracy.…”
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1031
Machine learning approach for Studying the multifunctionality of soil against global climate changes
Published 2024-12-01“…EMF data from 790 sampling points worldwide were analyzed using a random forest algorithm with SHAP analysis, partial dependence analysis and structural equation modeling to elucidate driving mechanisms of soil EMF under global change and to forecast the global distribution of soil EMF. …”
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1032
Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spec...
Published 2015-01-01“…In this paper, a supervised pattern recognition method based on PLSDA algorithm by HPLC and NIR has been established to identify the information of Hibiscus mutabilis L. and Berberidis radix, two common kinds of herbal medicines. …”
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1033
STRATEGICITY AS A BASIC PRINCIPLE OF PROFESSIONAL AND PEDAGOGICAL ACTIVITY
Published 2020-12-01“…It was found that strategies for solving professional problems within pedagogical activities are divided into algorithmic and heuristic. The algorithmic strategy is based on a certain algorithm as a set of rules that provide a single correct solution. …”
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1034
Detection of soluble solid content in table grapes during storage based on visible-near-infrared spectroscopy
Published 2025-01-01“…The partial least squares regression (PLSR), and support vector regression (SVR) algorithms were adopted to establish a predictive model. …”
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1035
Study on Outdoor Spectral Inversion of Winter Jujube Based on BPDF Models
Published 2025-06-01“…The quality prediction models are subsequently combined with the competitive adaptive reweighting algorithm (CARS) and partial least squares (PLS). The results showed that the modified spectra significantly optimized the prediction performance. …”
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1036
Comparing the Potential of Near- and Mid-Infrared Spectroscopy in Determining the Freshness of Strawberry Powder from Freshly Available and Stored Strawberry
Published 2019-01-01“…Optimal variables were selected by successive projections algorithm (SPA), uninformation variable elimination, and competitive adaptive reweighted sampling, respectively. …”
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1037
Multiple solutions to the static forward free–boundary Grad–Shafranov problem on MAST-U
Published 2025-01-01“…The Grad–Shafranov (GS) equation is a nonlinear elliptic partial differential equation that governs the ideal magnetohydrodynamic equilibrium of a tokamak plasma. …”
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1038
Multi-Feature Fusion for Estimating Above-Ground Biomass of Potato by UAV Remote Sensing
Published 2024-11-01“…Six advanced modeling algorithms, including random forest (RF), partial least squares regression (PLSR), multiple linear regression (MLR), simple linear regression (SLR), ridge regression (RR), and lasso regression (LR) models, were adopted to evaluate the ability of estimating AGB by single feature and multi-feature information fusion. …”
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1039
Fatty Acids of European Sardine (<i>Sardina pilchardus</i>) White Muscle Can Discriminate Geographic Origin Along the Iberian Atlantic Coast
Published 2025-01-01“…While 35 FAs were identified using gas chromatography–mass spectrometry in the white muscle of <i>S. pilchardus</i>, the following, as determined by the Boruta algorithm, were key for sample discrimination: 14:0, 22:6<i>n</i>-3, 22:5<i>n</i>-3, 18:0, 20:5<i>n</i>-3, 16:1<i>n</i>-7, 16:0, and 18:1<i>n</i>-7 (in increasing order of relevance). …”
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1040
Clinical decision support system based on artificial intelligence for adjusting insulin pump parameters in children with type 1 diabetes mellitus
Published 2024-07-01“…We constructed recurrent neural network (RNN) to predict glucose concentration for 30-120 minutes, an algorithm for optimizing IP settings using prediction results. …”
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