ARTICLE
|
doi:10.20944/preprints202309.2160.v1
Subject:
Physical Sciences,
Astronomy And Astrophysics
Keywords:
QSOs; LightGBM; CatBoost; XGBoost; random forest
Online: 30 September 2023 (08:04:34 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0763.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
ride-hailing; built environment; XGBoost; SHAP; nonlinearity
Online: 11 April 2024 (14:10:15 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0289.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
DAS; ballastless track; defects recognition; XGBoost; ResNet
Online: 3 August 2023 (10:47:27 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0535.v1
Subject:
Engineering,
Marine Engineering
Keywords:
Ensembled machine learning, Reference evapotranspiration, Decision tree, XGBoost
Online: 5 July 2024 (12:09:35 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1742.v1
Subject:
Public Health And Healthcare,
Health Policy And Services
Keywords:
XGBoost; LGBM; AdaBoost; KNN; ML; Lung cancer; DNN
Online: 27 May 2024 (13:18:48 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1854.v1
Subject:
Environmental And Earth Sciences,
Geography
Keywords:
AdaBoost; Gradient Boosting; XGBoost; Ca Mau; Subsidence susceptibility
Online: 26 January 2024 (07:00:38 CET)
ARTICLE
|
doi:10.20944/preprints202306.1849.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Machine Learning; Regression Model; XGBoost Regression; Yield Strength
Online: 27 June 2023 (05:25:11 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1510.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
DC charging station; XGBoost; traffic simulation; operation and maintenance
Online: 21 August 2024 (08:39:42 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0224.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
VR-XGBoost; K-VDTE; ETC data; ESAs; data mining
Online: 12 August 2022 (03:53:23 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0227.v1
Subject:
Business, Economics And Management,
Marketing
Keywords:
Lolita fashion; multiple regression; decision tree; social media; XGBoost
Online: 12 November 2021 (14:54:04 CET)
ARTICLE
|
doi:10.20944/preprints202407.0187.v1
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
machine learning models; XGBoost; precision; climatic factors; AUC/ROC curves
Online: 2 July 2024 (10:34:58 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1577.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Machine Learning; Deep Learning; Random Forest; CatBoost; XGBoost; COVID-19
Online: 23 May 2024 (16:54:01 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0779.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
nighttime cloud image; observational astronomy; all-sky cameras; PSO; XGBoost
Online: 13 March 2024 (12:40:29 CET)
ARTICLE
|
doi:10.20944/preprints202310.2021.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning Explainability; sport medicine; hamstring injuries; soccer player; XGBoost
Online: 31 October 2023 (10:26:56 CET)
ARTICLE
|
doi:10.20944/preprints202309.0259.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
XGBoost; Computational Fluid Dynamics; Steel Blast Furnace; Machine Learning; Regression
Online: 5 September 2023 (07:58:59 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1156.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Acute Heart Failure; XGBoost; Explainable Artificial Intelligence; SHAP; Hematological parameters
Online: 18 July 2023 (04:47:24 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0158.v1
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Cunninghamia lanceolate; UAVs; hyperspectral camera; machine learning; random forests; XGBoost
Online: 11 July 2019 (11:41:33 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0750.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Drug– Drug Interactions (DDI); Deep Neural Network; XGBoost; AdaBoost; LGBM
Online: 12 June 2024 (00:02:26 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1505.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Probabilistic Easy Variational Causal Effect (PEACE), causal inference, XGBoost, Gliosarcoma, Glioblastoma
Online: 23 May 2024 (07:42:02 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0227.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
metastasis marker; gene expression; machine learning; XGBoost; breast cancer; feature importance.
Online: 5 September 2023 (05:21:26 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0698.v1
Subject:
Artificial Intelligence And Machine Learning,
Computer Science And Mathematics
Keywords:
machine learning; AI; random effects; cardiovascular medicine; risk prediction; expectation-maximization; xgboost
Online: 10 September 2024 (12:39:32 CEST)
ARTICLE
|
doi:10.20944/preprints202407.0022.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Fraud Detection; Credit Cards; Machine Learning; Data Security; XGBoost; PySpark; Financial Security
Online: 1 July 2024 (09:24:46 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1251.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
crime prediction; machine learning; XGBoost; Decision Trees; Random Forest; data imbalance; Montreal
Online: 19 June 2024 (02:36:15 CEST)
CONCEPT PAPER
|
doi:10.20944/preprints202305.0287.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural language processing; encrypted text; data privacy; cloud computing; Doc2Vec; XGBoost; LSTM
Online: 5 May 2023 (03:38:42 CEST)
ARTICLE
Subject:
Engineering,
Automotive Engineering
Keywords:
traffic engineering; traffic incident detection; CNN-XGBoost; Convolution Neural Network; Deep Learning
Online: 15 April 2020 (14:13:35 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0994.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time series forecasting; LSTM; Bi-LSTM; Deep learning; ML; XGBoost; Energy; Solar Energy
Online: 15 May 2024 (10:22:21 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0039.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
aquaponic; pair-wise correlation matrix; XGBoost; Recursive Feature Elimination; ExtraTreesClassifier; median; closed loop
Online: 2 March 2022 (07:59:49 CET)
ARTICLE
|
doi:10.20944/preprints202403.0213.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
customer churn prediction; machine learning; classification techniques; SMOTE; ADASYN; Random Forest; XGBoost; LightGBM; CatBoost
Online: 10 April 2024 (07:57:46 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1771.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
heart failure; hypertension; predictive factors; MIMIC-IV database; data mining; XGBoost modeling; chi-square test
Online: 26 April 2024 (20:12:01 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0021.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Natural language processing; Software error detection; Metaheuristic; Optimization; XGBoost; AdaBoost; Convolutional neural networks; explainable artificial intelligence
Online: 2 September 2024 (13:33:25 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1333.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Heart Disease Prediction; Machine Learning; XGBoost; Gradient Boosting; LSTM (Long Short-Term Memory); SHAP (SHapley Additive exPlanations)
Online: 16 July 2024 (12:35:00 CEST)
ARTICLE
|
doi:10.20944/preprints202310.0463.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep learning; LSTM; regression; ensemble learning; random forest, XGBoost; wearable devices; well-being; digital health; pervasive health; digital biomarkers
Online: 10 October 2023 (02:30:03 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0127.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
Descriptive analysis; principal components analysis; k-means clustering; data panel regression method; machine learning; XGBoost algorithms; random forest algorithms
Online: 8 October 2021 (08:30:13 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0833.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
quantum machine learning; Variational Quantum Circuit; Quantum Kernel Estimator; Qiskit; Ridge; Lasso; XGBoost; LightGBM; CatBoost; classification; quantum computing; boost classifiers; neural networks
Online: 9 June 2023 (13:27:01 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0729.v1
Subject:
Econometrics And Statistics,
Business, Economics And Management
Keywords:
Credit card default, Confusion matrix, Deep Neural Network, Default prediction, Linear Discriminant Analysis, Logistic regression, Machine learning, Random Forest, Support Vector Machine, XGBoost.
Online: 10 September 2024 (09:56:57 CEST)
REVIEW
|
doi:10.20944/preprints202403.0585.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Customer churn prediction; machine learning; telecommunication industry; literature review; imbalanced data; sampling techniques; classification techniques; random forest; XGBoost; gradient boosting; ensemble techniques
Online: 14 March 2024 (05:27:06 CET)
ARTICLE
|
doi:10.20944/preprints202405.0975.v1
Subject:
Public Health And Healthcare,
Other
Keywords:
Stroke; supervised machine learning; unsupervised machine learning; Logistic Regression; Random Forest; Support Vector Machine (SVM); eXtreme Gradient Boost (XGBoost); Light Gradient Boosted Machine (Light-GBM); K-prototype clustering; Shapley Addictive ExPlanations (SHAP)
Online: 14 May 2024 (13:25:32 CEST)