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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| Ձևաչափ: | Online |
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| Լեզու: | անգլերեն |
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MDPI - Multidisciplinary Digital Publishing Institute
2024
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| Առցանց հասանելիություն: | ONIX_20240704_9783725811052_82 |
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| _version_ | 1869514715788476416 |
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| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-139286 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1392862024-07-04T09:36:44Z Applied Statistical Modeling and Data Mining Muñoz, José Antonio Sáez Romero Béjar, José Luis 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 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. 2024-07-04T09:36:38Z 2024-07-04T09:36:38Z 2024 book ONIX_20240704_9783725811052_82 9783725811052 9783725811069 https://directory.doabooks.org/handle/20.500.12854/139286 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9282 https://mdpi.com/books/pdfview/book/9282 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1106-9 10.3390/books978-3-7258-1106-9 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725811052 9783725811069 354 open access |
| spellingShingle | 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 Applied Statistical Modeling and Data Mining |
| title | Applied Statistical Modeling and Data Mining |
| title_full | Applied Statistical Modeling and Data Mining |
| title_fullStr | Applied Statistical Modeling and Data Mining |
| title_full_unstemmed | Applied Statistical Modeling and Data Mining |
| title_short | Applied Statistical Modeling and Data Mining |
| title_sort | applied statistical modeling and data mining |
| topic | 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 |
| topic_facet | 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 |
| url | ONIX_20240704_9783725811052_82 |