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Applied Statistical Modeling and Data Mining

This reprint comprises a compilation of 15 insightful research papers published in the Special Issue "Applied Statistical Modeling and Data Mining" within the Mathematics journal. Spanning multiple domains at the intersection of statistics, machine learning, and real-world applications, the collecti...

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Збережено в:
Формат: Online
Мова:Англійська
Опубліковано: MDPI - Multidisciplinary Digital Publishing Institute 2024
Предмети:
cross-validation
dataset shift
target shift
stratification
regression
noise models
nomenclature
taxonomy
noisy data
classification
family financial socialization
financial literacy
investment awareness
lack of self-control
saving behavior
Saudi Arabia
affine transformation
archaeology
flint (chert)
multivariate statistics
pattern recognition
spectroscopy
security
crime prediction
police patrol routes
machine learning
artificial intelligence
energy efficient
federated learning
event-triggered communication
DAG-DLT
respiratory failure
acute pesticide poisoning
logistic regression
random forests
long short-term memory
transportation system (TS)
electrical vehicles (EVs)
malware attack
offense–defense game
traffic flow
wireless sensor network (WSN)
uncertainty
Cox processes
crime data
diffusion
emergency calls
spatio-temporal point processes
stochastic integro-differential equations
volatility
academic burnout syndrome
MBI-SS
internal structure
reliability and validity
ESSEM and bifactor model
utility measures
synthetic data
class imbalance
tabular data
Cuestionario Burnout Granada-University Students
CBG-USS
nursing students
highway
ETC gantry
topology dynamic generation
LightGBM
Bayesian model combination
ensemble learning
logic tree
logic regression
simulated annealing
UK10K project
variable interactions
emotional contagion
improved susceptible-infectious-recovered model
two sources of infection
long-term refuge scenarios
thema EDItEUR::P Mathematics and Science
thema EDItEUR::P Mathematics and Science::PB Mathematics
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBW Applied mathematics
Онлайн доступ:ONIX_20240704_9783725811052_82
Теги: Додати тег
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Резюме:This reprint comprises a compilation of 15 insightful research papers published in the Special Issue "Applied Statistical Modeling and Data Mining" within the Mathematics journal. Spanning multiple domains at the intersection of statistics, machine learning, and real-world applications, the collection presents diverse perspectives and innovative approaches in the field of applied statistical modeling and data mining. These selected papers explore diverse and important topics, including predictive modeling in healthcare, cybersecurity in transportation systems, data quality assessment, emergency call modeling, and innovative crime prevention strategies, among others. By covering a wide spectrum of subjects, this reprint serves as a valuable resource for researchers, academics, and practitioners interested in addressing contemporary challenges across diverse domains through statistical modeling, data mining, and machine learning applications.

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