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Statistical Data Modeling and Machine Learning with Applications II

The present reprint contains all of the articles in the second edition of the Special Issue titled “Statistical Data Modeling and Machine Learning with Applications II”. This Special Issue belongs to the “Mathematics and Computer Science” Section and aims to publish research on the theory and applic...

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Formato: Online
Lenguaje:inglés
Publicado: MDPI - Multidisciplinary Digital Publishing Institute 2023
Materias:
forecasting model
electricity energy consumption
grey model
artificial neural network
machine learning
rotation CART ensemble
bagging
boosting
arcing
simplified selective ensemble
linear stacked model
IoV
xNN
K-MEANS
anomaly detection
single-index models
composite quantile regression
SCAD
Laplace error penalty (LEP)
causality
Bayesian networks
scalability
group lasso penalty
data integration
network estimation
stability selection
time series model
wavelet transform
neural network NARX
ionospheric parameters
gambling
jackpot
multidimensional integrals
Monte Carlo methods
lattice sequences
digital sequences
surface approximation
surface segmentation
surface denoising
gaussian process latent variable model
line geometry
line elements
regression
classification
prediction
meteorological parameters
traffic incidents
multi-agent architecture
air pollution
random forest
ARIMA errors
MIMO averaging strategy
multi-step ahead prediction
unmeasured forecast
Explainableartificial intelligence
credit card frauds
deep learning
long short-term memory
fraud classification
lung cancer
tumor
CT image
one-stage detector
YOLO
multi-scale
receptive field
data analysis
decision trees
LightGBM
SHAP
leisure time
influencing factors
time allocation
neural networks
cosmic rays
space weather
n/a
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
thema EDItEUR::U Computing and Information Technology::UY Computer science
Acceso en línea:ONIX_20230808_9783036582009_11
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Sumario:The present reprint contains all of the articles in the second edition of the Special Issue titled “Statistical Data Modeling and Machine Learning with Applications II”. This Special Issue belongs to the “Mathematics and Computer Science” Section and aims to publish research on the theory and application of statistical data modeling and machine learning. New mathematical methods and approaches, new algorithms and research frameworks, and their applications aimed at solving diverse and nontrivial practical problems are proposed and developed in this SI. We believe that the chosen papers are attractive and useful to the international scientific community and will contribute to further research in the field of statistical data modeling and machine learning.

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