A steel property optimization model based on the XGBoost algorithm and improved PSO
Sign Up to like & getrecommendations! Published in 2020 at "Computational Materials Science"
DOI: 10.1016/j.commatsci.2019.109472
Abstract: Abstract Exploring the relationships between the properties of steels and their compositions and manufacturing parameters is extremely crucial and indispensable to understanding the science of materials, and subsequently developing new materials. Tensile strength and plasticity,… read more here.
Keywords: algorithm improved; optimization model; xgboost algorithm; model ... See more keywords
XGBoost algorithm optimized by simulated annealing genetic algrithm for permeability prediction modeling of carbonate reservoirs
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-99627-z
Abstract: Carbonate reservoir has strong heterogeneity, complex pore structure and poor correlation between porosity and permeability, so the traditional permeability model can not meet the needs of logging interpretation. Taking the carbonate reservoir of Longwangmiao Formation… read more here.
Keywords: permeability; permeability prediction; carbonate; usepackage ... See more keywords
A comprehensive bearing prognosis framework based on piecewise function stacking convolution auto-encoder and XGBoost algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ad7e39
Abstract: Accurately forecasting the remaining useful life (RUL) stands as a pivotal and formidable task within the realm of prognostics and health management. However, there is limited research that considers integrating early fault diagnosis during the… read more here.
Keywords: prognosis framework; piecewise function; xgboost algorithm; bearing prognosis ... See more keywords
Construction of Prediction Model of Deep Vein Thrombosis Risk after Total Knee Arthroplasty Based on XGBoost Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/3452348
Abstract: Objective Based on the XGBoost algorithm, the prediction model of the risk of deep vein thrombosis (DVT) in patients after total knee arthroplasty (TKA) was established, and the prediction performance was compared. Methods A total… read more here.
Keywords: prediction model; xgboost algorithm; model; based xgboost ... See more keywords
Prediction Model of Postoperative Severe Hypocalcemia in Patients with Secondary Hyperparathyroidism Based on Logistic Regression and XGBoost Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/8752826
Abstract: Objective A predictive model was established based on logistic regression and XGBoost algorithm to investigate the factors related to postoperative hypocalcemia in patients with secondary hyperparathyroidism (SHPT). Methods A total of 60 SHPT patients who… read more here.
Keywords: logistic regression; xgboost algorithm; based logistic; model ... See more keywords
The simplicity of XGBoost algorithm versus the complexity of Random Forest, Support Vector Machine, and Neural Networks algorithms in urban forest classification
Sign Up to like & getrecommendations! Published in 2022 at "F1000Research"
DOI: 10.12688/f1000research.124604.1
Abstract: Background: The availability of urban forest is under serious threat, especially in developing countries where urbanization is taking place rapidly. Meanwhile, there are many classifier algorithms available to monitor the extent of the urban forest.… read more here.
Keywords: vector machine; support vector; xgboost algorithm; forest support ... See more keywords
Optimizing Virtual Reality Solutions for Predicting English Online Network Performance Using the XGBoost Algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Computer-Aided Design and Applications"
DOI: 10.14733/cadaps.2024.s17.49-62
Abstract: . In view of the current informatization needs of English learning and the advantages of deep learning algorithms, an English grade prediction based on the XGBoost algorithm is proposed. In order to verify the validity… read more here.
Keywords: xgboost; optimizing virtual; reality solutions; virtual reality ... See more keywords
Preliminary prediction of semen quality based on modifiable lifestyle factors by using the XGBoost algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2022.811890
Abstract: Introduction Semen quality has decreased gradually in recent years, and lifestyle changes are among the primary causes for this issue. Thus far, the specific lifestyle factors affecting semen quality remain to be elucidated. Materials and… read more here.
Keywords: semen quality; quality; xgboost algorithm; lifestyle factors ... See more keywords