REVIEW
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doi:10.20944/preprints202203.0007.v1
Subject:
Chemistry And Materials Science,
Physical Chemistry
Keywords:
machine learning; neural network; Gaussian process regression; curse of dimensionality; high-dimensional model representation; energy conversion and storage; heterogeneous catalysis.
Online: 1 March 2022 (07:04:37 CET)
ARTICLE
|
doi:10.20944/preprints202109.0129.v1
Subject:
Public Health And Healthcare,
Primary Health Care
Keywords:
antimicrobial resistance; antibiotic prescribing; acute non-complicated infections; primary care; data-based feedback; mixed logistic regression model; multi-faceted intervention
Online: 7 September 2021 (13:54:02 CEST)
ARTICLE
|
doi:10.20944/preprints202010.0436.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Naïve Bayes Classification; Eulers Strength Formula; Cricket Prediction; Supervised Learning; KNIME Tool; Cricket prediction; sports analytics; multivariate regression; neural network
Online: 21 October 2020 (12:34:00 CEST)
ARTICLE
Subject:
Medicine And Pharmacology,
Psychiatry And Mental Health
Keywords:
physical activity; depression; elderly people living alone; Patient Health Questionnaire-10; flexibility exercise; muscular strength exercise; complex sample logistic regression
Online: 25 March 2019 (11:10:17 CET)
ARTICLE
|
doi:10.20944/preprints202405.0068.v1
Subject:
Neuroscience And Neurology,
Biology And Life Sciences
Keywords:
functional network connectivity; dynamic functional connectivity; Shannon entropy; NeuroMark; independent component analysis; principal component analysis; sliding window correlation; multiple linear regression
Online: 1 May 2024 (09:18:11 CEST)
ARTICLE
|
doi:10.20944/preprints202404.0099.v1
Subject:
Public Health And Healthcare,
Physical Therapy, Sports Therapy And Rehabilitation
Keywords:
Ophthalmic trauma; Biomechanical simulations; Optometric interventions; Multivariate Linear Regression; Computational Biomechanics; Hertzian Contact Stress Equation; Sport Injury Mitigation Strategy
Online: 1 April 2024 (14:57:30 CEST)
ARTICLE
|
doi:10.20944/preprints202312.1090.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Machine Learning, Probabilistic Modeling, Multivariate and Univariate Modeling, Support Vector Regression, Random Forest, Adaboost, ARIMA, SARIMA, SARIMAX, Canadian Cattle Price Modeling
Online: 14 December 2023 (11:08:54 CET)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
ARTICLE
|
doi:10.20944/preprints202008.0448.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 20 August 2020 (08:31:36 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0392.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 18 August 2020 (16:25:20 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0638.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
municipal waste in Poland; geographically weighted regression with spatial error term; analysis of regionally divergent determinants; spatial processes; communes; sustainable development
Online: 26 July 2020 (15:40:19 CEST)
ARTICLE
|
doi:10.20944/preprints202005.0048.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Arena software, Discrete event simulation, Design of simulation experiment, Metamodeling, Regression metamodel, Simulation modeling, NYTIL, Resolution V design, Experimental design, Throughput
Online: 4 May 2020 (10:03:37 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0054.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
lithium-ion (Li-ion) battery; remaining useful life (RUL); health indicator (HI); generalized regression neural network (GRNN); non-linear autoregressive (NAR)
Online: 7 January 2020 (09:17:28 CET)
ARTICLE
|
doi:10.20944/preprints201910.0346.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Prevention of Mother-to-Child transmission (PMTCT); Human Immunodeficiency Virus (HIV); Acquired Immune Deficiency Syndrome (AIDs); Poisson; negative binomial; logistic; regression
Online: 30 October 2019 (04:06:36 CET)
ARTICLE
|
doi:10.20944/preprints201907.0033.v1
Subject:
Physical Sciences,
Atomic And Molecular Physics
Keywords:
laser-induced plasma; atomic spectroscopy; laser-induced breakdown spectroscopy; 29 atomic spectroscopy; principal component analysis; partial least-square regression; gypsum; Mars
Online: 2 July 2019 (08:03:52 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1217.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Cloud; Epidemic Disease Control; feature selection; Deep Convolutional Network; Hessian Locally Linear Embedding technique; Manhattan distance measure; Tucker coefficient of congruence regression
Online: 18 April 2024 (07:51:24 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0586.v1
Subject:
Computer Science And Mathematics,
Applied Mathematics
Keywords:
geostatistics; spatio-temporal interpolation; spatio-temporal dual kriging; spatio-temporal kriging with external drift; spatio-temporal regression kriging; drift function; adaptive coefficient
Online: 8 January 2024 (13:44:30 CET)
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/preprints202401.0645.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
sustainable forest management; spacing of the stands; forest productive potential; silvicultural interventions; density of the stands; growing space; crown diameter; cubic spline regression
Online: 9 January 2024 (02:50:00 CET)
ARTICLE
|
doi:10.20944/preprints202312.1154.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Health education; obstetric danger signs; birth preparedness; complications readiness; women of reproductive age; cluster randomized controlled trial; multi-level analysis; Poisson regression; Ethiopia
Online: 18 December 2023 (02:54:41 CET)
ARTICLE
|
doi:10.20944/preprints202310.1418.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Half-cell potential; Electrical resistivity; Impact echo; Numerical simulation; Machine learning; Multi-NDE; Corrosion; Bridge deck; concrete; Random Forest; classification algorithm; regression algorithm
Online: 23 October 2023 (08:59:09 CEST)
ARTICLE
|
doi:10.20944/preprints202303.0333.v1
Subject:
Engineering,
Other
Keywords:
Integrated Air Defense System (IADS); network algorithms; network clustering; network centralities; small worldness; network data generation; network analysis; big data computation; regression analysis
Online: 20 March 2023 (02:31:39 CET)
ARTICLE
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
breast cancer tumor; classification; majority-based voting mechanism; multilayer perceptron learning network; simple logistic regression; stochastic gradient descent learning; wisconsin breast cancer dataset
Online: 27 November 2019 (09:51:31 CET)
ARTICLE
|
doi:10.20944/preprints201611.0033.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
genetic algorithms; parallel computation; computational complexity; algorithms; optimization techniques; traveling salesman problem; NP-Hard problems; Berlin-52 data set; machine learning; linear regression
Online: 7 November 2016 (04:57:46 CET)
ARTICLE
|
doi:10.20944/preprints202402.0312.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
steel hardenability; Bayesian optimization; k-fold cross-validation; hyperparameter tuning; neural networks regression; steel alloy; predictive model; heat treatment; hardenability band; Jominy end-quench
Online: 6 February 2024 (09:17:47 CET)
ARTICLE
|
doi:10.20944/preprints202304.0105.v1
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
urban air temperature; land surface temperature; multiple independent variables; urban heat; remote sensing data; machine learning (ML); ML-driven partial least squares regression (PLSR)
Online: 7 April 2023 (03:34:33 CEST)
ARTICLE
|
doi:10.20944/preprints202108.0272.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Remaining Useful Life; Deep Neural Network; Convolutional Neural Network; Genetic Optimization; Neural Network Optimization; Support Vector Regression; Depth Maps; Normal Maps; 3D Point Clouds.
Online: 12 August 2021 (10:40:23 CEST)
ARTICLE
|
doi:10.20944/preprints202012.0546.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
classification and regression trees; CART algorithm; design thinking; web-based prototype; engagement; ICT technologies; households; water demand management (WDM); machine learning; water consumption range
Online: 22 December 2020 (09:42:57 CET)
ARTICLE
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Urban Heat Island; Heat-Related Health Risk (HRHR); Urban Landscape Metrics (ULM); Local Indicators of Spatial Autocorrelation (LISA); Spatial Error (SE) Regression; NCT-Delhi.
Online: 2 November 2020 (13:53:03 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/preprints202307.1441.v1
Subject:
Biology And Life Sciences,
Food Science And Technology
Keywords:
DSC melting profile; Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA); Artificial neural networks (ANN); Multiple Linear Regression (MLR); MARS; SVM; Food fraud; Oils adulteration
Online: 20 July 2023 (13:56:40 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hybrid machine learning model; transportation infrastructure; flexible pavement; remaining service life prediction; pavement condition index; support vector regression; fruit fly optimization algorithm (foa); gene expression programming (gep); svr-foa
Online: 20 October 2019 (17:11:10 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0519.v1
Subject:
Engineering,
Bioengineering
Keywords:
Lung cancer classification; dimensionality reduction; feature selection techniques; STFT; Particle Swarm Optimization; Harmonic Search; Non-Linear Regression; Mixture Model; Convolutional Neural Network (CNN) for Lung Cancer; Microarray gene expression dataset
Online: 7 July 2023 (16:30:59 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0975.v1
Subject:
Other,
Public Health And Healthcare
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)
ARTICLE
|
doi:10.20944/preprints202209.0291.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
COVID-19; Multidimensional Analysis; HCA; Hierarchical cluster analysis; regression analysis; mild; moderate; severe; Age; Score index of the chest X-ray; percentage and quantity of neutrophils; Albumin; C reactive protein; ratio of Lymphocytes
Online: 20 September 2022 (04:50:36 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0248.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Posidonia oceanica (PO); LAI & density; PO health & Pergent model; sea truth sampling; Earth Observation; HR satellite multispectral/hyperspectral sensors; atmospheric correction; coastal monitoring; mapping shallow waters habitat seabed; Calibration/validation & training/test; Classification & regression Machine Learning; Model Performance & thematic Accuracy; Sentinel 2 MSI multispectral & PRISMA hyperspectral; ISWEC(Inertial Sea Wave Energy Converter)
Online: 18 October 2021 (14:41:35 CEST)