المؤلفون: Fernando Sánchez-Hernández, Juan Carlos Ballesteros-Herráez, Mohamed S. Kraiem, Mercedes Sánchez-Barba, María N. Moreno-García

المصدر: Applied Sciences; Volume 9; Issue 24; Pages: 5287

مصطلحات موضوعية: ensemble classifiers, healthcare-associated infections, ICU infections, imbalanced data, machine learning, oversampling, undersampling

جغرافية الموضوع: agris

وصف الملف: application/pdf

العلاقة: Computing and Artificial Intelligence; https://dx.doi.org/10.3390/app9245287Test

الإتاحة: https://doi.org/10.3390/app9245287Test

المؤلفون: Juan Carlos Ballesteros-Herráez, Mercedes Sánchez-Barba, Mohamed S. Kraiem, Fernando Sánchez-Hernández, María N. Moreno-García

المصدر: Applied Sciences
Volume 9
Issue 24

مصطلحات موضوعية: FOS: Computer and information sciences, Healthcare associated infections, Computer Science - Machine Learning, 020205 medical informatics, Computer science, Early detection, Machine Learning (stat.ML), 02 engineering and technology, ICU infections, Machine learning, computer.software_genre, Imbalanced data, Field (computer science), Machine Learning (cs.LG), ensemble classifiers, Statistics - Machine Learning, Resampling, 0202 electrical engineering, electronic engineering, information engineering, General Materials Science, Cluster analysis, Instrumentation, Fluid Flow and Transfer Processes, business.industry, Process Chemistry and Technology, General Engineering, undersampling, Computer Science Applications, Identification (information), machine learning, ComputingMethodologies_PATTERNRECOGNITION, healthcare-associated infections, oversampling, Undersampling, imbalanced data, 020201 artificial intelligence & image processing, Artificial intelligence, business, computer

وصف الملف: application/pdf

الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef5b37e4bb29088a55fcc5d3808539b9Test
http://arxiv.org/abs/2005.03582Test

المؤلفون: Juan Carlos Ballesteros Herráez, María N. Moreno García, Fernando Sánchez Hernández, Mercedes Sánchez Barba

المصدر: Distributed Computing and Artificial Intelligence, 13th International Conference ISBN: 9783319401614
DCAI

مصطلحات موضوعية: Healthcare associated infections, business.industry, Computer science, Context (language use), 02 engineering and technology, Machine learning, computer.software_genre, Imbalanced data, Random forest, Identification (information), Work (electrical), 020204 information systems, Intensive care, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Artificial intelligence, business, computer, Healthcare system

الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_________::95e9c93ce13d01c1fa30b4d5b570a050Test
https://doi.org/10.1007/978-3-319-40162-1_33Test

المؤلفون: Félix Martín González, Mercedes Sánchez Barba, Javier González Robledo, María N. Moreno García, Fernando Sánchez Hernández

المصدر: Intelligent Data Engineering and Automated Learning – IDEAL 2014 ISBN: 9783319108391
IDEAL

مصطلحات موضوعية: Clustering high-dimensional data, Computer science, business.industry, Feature selection, Overfitting, Machine learning, computer.software_genre, Intensive care unit, law.invention, Severe trauma, Undersampling, law, Intensive care, Mortality prediction, Data mining, Artificial intelligence, business, computer

الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_________::18dfa6e4ccc2a026ca86f8711625e91eTest
https://doi.org/10.1007/978-3-319-10840-7_38Test