ARTICLE
|
doi:10.20944/preprints202203.0337.v2
Subject:
Environmental And Earth Sciences,
Other
Keywords:
landslide susceptibility; stacking ensemble; machine learning; random forest; gradient boosting decision tree; extreme gradient boosting
Online: 5 October 2022 (10:29:51 CEST)
REVIEW
|
doi:10.20944/preprints202307.0510.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
symmetry; conditional symmetry; offset boosting; chaotic system
Online: 7 July 2023 (18:59:32 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0286.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
SARS-CoV-2; Omicron variant of concern; homologous boosting; heterologous boosting; Coro-naVac; BNT162b2; healthcare worker; return-to-work
Online: 19 July 2022 (10:15:39 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/preprints202306.0804.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Fall Detection; Data Pruning; Bagging; Boosting; Voting; Stacking
Online: 12 June 2023 (09:00:42 CEST)
HYPOTHESIS
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Cancer; Cancer Prevention; Cancer Therapy; Immune Boosting Interventions
Online: 30 April 2021 (15:52:40 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1593.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Leptospirosis; Communities; One Health; Extreme Gradient Boosting; Eco-epidemiology
Online: 19 July 2024 (11:57:43 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0476.v1
Subject:
Environmental And Earth Sciences,
Soil Science
Keywords:
Gradient Boosting; Random Forest; Artificial Neural Networks; Vegetation Index
Online: 9 May 2024 (12:15:23 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1515.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
fermentates; functional food; immune boosting; immunomodulation; macrophage; viral immunity
Online: 26 March 2024 (08:03:01 CET)
ARTICLE
|
doi:10.20944/preprints201905.0122.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
dichotomous response; predictive model; tree boosting; GLM; machine learning
Online: 10 May 2019 (11:28:11 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0884.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
dielectric constant; polymers; QSPR; Gradient Boosting Regressor; Accumulated Local Effect
Online: 13 August 2024 (08:55:58 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0638.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Bagging; Boosting; Stacking; GEOBIA; Autocorrelation; Target-oriented Validation; Data fusion
Online: 11 June 2024 (08:40:14 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1152.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Heart Disease; Diagnosis, Machine Learning; Boosting; Ensemble learning; Comparative framework
Online: 18 December 2023 (02:45:49 CET)
ARTICLE
|
doi:10.20944/preprints202008.0089.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
Deep Neural Network; Extreme Gradient Boosting; Random Forest; Landslide Susceptibility
Online: 4 August 2020 (11:13:02 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0346.v1
Subject:
Arts And Humanities,
Religious Studies
Keywords:
Extreme gradient boosting algorithm; winter wheat growing areas; machine learning; identification
Online: 20 March 2023 (06:24:43 CET)
ARTICLE
|
doi:10.20944/preprints202105.0657.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
machine learning; drilling problems; artificial intelligence; risk factors evaluation; gradient boosting
Online: 27 May 2021 (08:04:06 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0455.v1
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Fermentates; functional food; immune boosting; immunomodulation; anti-inflammatory; viral immunity; chronic inflammation
Online: 7 April 2024 (22:43:55 CEST)
ARTICLE
|
doi:10.20944/preprints202402.0819.v1
Subject:
Social Sciences,
Urban Studies And Planning
Keywords:
Active Mobility; travel environment; satisfaction; gradient boosting decision trees; impact-asymmetry analysis
Online: 14 February 2024 (14:24:29 CET)
ARTICLE
|
doi:10.20944/preprints202006.0333.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Lung Cancer Prediction; Neural Network; Cross-validation; Gradient Boosting Classifier; Automated tool
Online: 28 June 2020 (09:56:30 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0679.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
renewable energy; solar photovoltaic energy generation; prediction; gradient boosting machine (GBM); gradient boosting regressor (GBR), time series analysis; autoregressive integrated moving average (ARIMA); normalized mean absolute error (nMAE)
Online: 9 June 2023 (07:20:58 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1051.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
MA; WMA; Exponential Smoothing; SVM; Prophet; ARIMA; Histogram-based Gradient Boosting Regressor; SVR
Online: 14 December 2023 (04:43:00 CET)
ARTICLE
|
doi:10.20944/preprints202301.0304.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Disease Dental Caries; Gradient Boosting Decision Tree; Feature Selection; Machine Learning; Feature importance
Online: 17 January 2023 (09:25:45 CET)
ARTICLE
Subject:
Biology And Life Sciences,
Immunology And Microbiology
Keywords:
Arthrospira platensis; Spirulina; boosting effect; impedance analysis; commercial starter cultures; SLAB; rheological analysis
Online: 15 December 2019 (14:43:49 CET)
ARTICLE
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
risk factors; second primary cancer (SPC); colorectal cancer; classification techniques; extreme gradient boosting
Online: 15 December 2019 (13:30:09 CET)
ARTICLE
|
doi:10.20944/preprints202408.0428.v1
Subject:
Medicine And Pharmacology,
Emergency Medicine
Keywords:
emergency severity index; machine learning; gradient boosting; neural network; logistic regression; triage; emergency department
Online: 7 August 2024 (14:10:04 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1433.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
real-time object detection; information theory; attention mechanism; Region boosting; label assignment; information loss
Online: 22 May 2024 (10:18:21 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0345.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Alzheimer’s Disease; Extreme Gradient Boosting; Deep Residual Learning; conolutional neural networks; machine learning; dementia
Online: 31 July 2019 (04:33:43 CEST)
ARTICLE
|
doi:10.20944/preprints202407.2102.v2
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
vehicle classification; deep learning; multi-sensor fusion; convolutional neural network; lidar; gradient boosting decision tree
Online: 30 July 2024 (12:30:24 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1832.v1
Subject:
Medicine And Pharmacology,
Gastroenterology And Hepatology
Keywords:
upper gastrointestinal bleeding; machine learning; endoscopic intervention; gradient boosting classifier; Glasgow Blatchford Score; Rockall Score
Online: 29 March 2024 (11:53:25 CET)
CONCEPT PAPER
|
doi:10.20944/preprints202310.0571.v1
Subject:
Social Sciences,
Decision Sciences
Keywords:
Public Procurement; Machine Learning; Socio-Economic Impacts; Inclusive Procurement; Dominican Republic; Random Forest; Gradient Boosting
Online: 10 October 2023 (08:23:29 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0362.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
game theory; economic relation; problem reductions; binary and regression problems; machine learning; boosting, neural network
Online: 28 March 2022 (12:11:49 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0493.v1
Subject:
Social Sciences,
Behavior Sciences
Keywords:
recognition of epilepsy EEG; Symlet wavelet; gradient boosting machine; grid search optimizer; multiple-index evaluation
Online: 20 November 2018 (09:31:20 CET)
ARTICLE
|
doi:10.20944/preprints202404.1847.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
dengue; gradient boosting regressor; K-nearest neighbor; Machine Learning; Random Forest; Support Vector Regressor
Online: 28 April 2024 (10:33:23 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0343.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
House pricing; Catboost; Gradient Boosting; Bagging; Random Forest; Extra Tree; KNN; ANN; UK paid housing price
Online: 4 April 2024 (12:58:30 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1945.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Rainfall; Groundwater; Mann-Kendall; Upper Crocodile; Characterisation; Cross-correlation; Autocorrelation; lag time; Gradient Boosting; Machine Learning
Online: 29 May 2023 (02:19:56 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0110.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
benchmarking; bioinformatics; defective viral genomes; gradient boosting; machine learning; RNA-seq; SARS-CoV-2; virus replication
Online: 7 March 2022 (16:25:18 CET)
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/preprints202307.0014.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
deep learning; unbalanced dataset; augmentation; multiclass classification; metrics boosting method; sota algorithm; visual transformer; ResNet; Xception; Inception
Online: 3 July 2023 (08:25:13 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0123.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees; Solar panel; Vegetation disturbance
Online: 4 April 2022 (10:40:26 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0443.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
Sentinel-2; Land cover; Vegetation; Mapping; Plant communities; Machine learning; Genus-Physiognomy-Ecosystem; Gradient Boosting Decision Trees
Online: 28 December 2021 (10:49:28 CET)
HYPOTHESIS
|
doi:10.20944/preprints202003.0319.v1
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
COVID-19; coronavirus; SARS-CoV-2; respiratory illness; pneumonia; I4R approach; immune system; inflammation; immune boosting interventions
Online: 23 March 2020 (00:33:02 CET)
ARTICLE
|
doi:10.20944/preprints202003.0298.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Data Mining; Breast Cancer; Hybrid Feature Selection; Machine learning; Support Vector Machine; Optimize Genetic Algorithm; boosting algorithms
Online: 19 March 2020 (11:13:15 CET)
ARTICLE
|
doi:10.20944/preprints202408.0942.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Fast Fourier Transform; Peak Detection; Feature Importance; Fault Detection and Isolation; Extreme Gradient Boosting; Machine Learning; Discriminative Features
Online: 13 August 2024 (13:05:48 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1165.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
machine learning; groundwater table; ground water level; sustainable irrigation; drinking water; water-scarcity regions; AI; gradient boosting regression
Online: 18 September 2023 (14:50:59 CEST)
ARTICLE
|
doi:10.20944/preprints202207.0280.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
Hyperspectral Technology; Non-destructive Testing; Soybean; Machine Learning; Support Vector Machine; Extreme Gradient Boosting; Tree-structured Parzen Estimator
Online: 19 July 2022 (07:12:32 CEST)
ARTICLE
|
doi:10.20944/preprints202112.0143.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
satellite data; machine learning; data calibration; thermal time; growing degree days; Extreme Gradient Boosting; crop yield; crop monitoring
Online: 8 December 2021 (15:42:11 CET)
ARTICLE
|
doi:10.20944/preprints202301.0112.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
downward solar radiation; clouds; machine learning; deep learning; convolutional neural networks; ResNet; all-sky imagery; Random Forests; Gradient Boosting
Online: 6 January 2023 (03:16:14 CET)
ARTICLE
|
doi:10.20944/preprints202407.1191.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Latent Semantic Analysis; Gradient Boosting; Random Forest; Logistic Regression
Online: 16 July 2024 (05:34:01 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
decision tree; gradient boosting machine (GBM); machine learning method; multiple regression analysis; photovoltaic plant; random forest; solar photovoltaic energy generation; statistical method
Online: 6 November 2023 (10:21:09 CET)
ARTICLE
|
doi:10.20944/preprints202409.1741.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
National Forest Inventory; Growing stock volume; Remote sensing; Sentinel-2; airborne laser scanning; Machine Learning; random forest; support vector regression; extreme gradient boosting
Online: 23 September 2024 (13:00:01 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/preprints202310.2071.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
artificial neural network (ANN); Support Vector Machine (SVM); Support Vector Regression (SVR); Lightweight Gradient Boosting Machines (Light GBM); Machine Learning; Solar Irradiance (SI); solar forecasting
Online: 31 October 2023 (12:30:45 CET)
ARTICLE
|
doi:10.20944/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 CET)
ARTICLE
|
doi:10.20944/preprints202403.0437.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial Intelligence(AI); Bagging; Boosting; ComImp; Effort Estimation(EE); Ensemble Learning(EL); Machine Learning(ML); Merge Dataset; PCA-ComImp; Voting; Random Forest(RF); Software Project Management(SPM); Software Effort Estimation(SEE)
Online: 8 March 2024 (03:47:24 CET)