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Applied Statistical Modeling and Data Mining
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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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Keywords
- academic burnout syndrome
- acute pesticide poisoning
- affine transformation
- Archaeology
- artificial intelligence
- Bayesian model combination
- CBG-USS
- class imbalance
- Classification
- Cox processes
- crime data
- crime prediction
- cross-validation
- Cuestionario Burnout Granada-University Students
- DAG-DLT
- dataset shift
- Diffusion
- electrical vehicles (EVs)
- emergency calls
- emotional contagion
- energy efficient
- ensemble learning
- ESSEM and bifactor model
- ETC gantry
- event-triggered communication
- family financial socialization
- federated learning
- Financial literacy
- flint (chert)
- highway
- improved susceptible-infectious-recovered model
- Internal structure
- investment awareness
- lack of self-control
- LightGBM
- logic regression
- logic tree
- logistic regression
- long short-term memory
- long-term refuge scenarios
- Machine learning
- malware attack
- MBI-SS
- multivariate statistics
- noise models
- noisy data
- nomenclature
- nursing students
- offense–defense game
- pattern recognition
- police patrol routes
- random forests
- régression
- reliability and validity
- respiratory failure
- Saudi Arabia
- saving behavior
- security
- simulated annealing
- spatio-temporal point processes
- spectroscopy
- stochastic integro-differential equations
- stratification
- synthetic data
- tabular data
- target shift
- taxonomy
- 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
- topology dynamic generation
- traffic flow
- transportation system (TS)
- two sources of infection
- UK10K project
- uncertainty
- utility measures
- variable interactions
- volatility
- wireless sensor network (WSN)
Links
DOI: 10.3390/books978-3-7258-1106-9Editions