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Big Data Classification and Internet of Things in Healthcare

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Big Data Classification and Internet of Things in Healthcare

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dc.contributor.author Rghioui, Amine es_ES
dc.contributor.author Lloret, Jaime es_ES
dc.contributor.author Oumnad, Abedlmajid es_ES
dc.date.accessioned 2022-11-03T10:38:35Z
dc.date.available 2022-11-03T10:38:35Z
dc.date.issued 2020-06 es_ES
dc.identifier.uri http://hdl.handle.net/10251/189088
dc.description.abstract [EN] Every single day, a massive amount of data is generated by different medical data sources. Processing this wealth of data is indeed a daunting task, and it forces us to adopt smart and scalable computational strategies, including machine intelligence, big data analytics, and data classification. The authors can use the Big Data analysis for effective decision making in healthcare domain using the existing machine learning algorithms with some modification to it. The fundamental purpose of this article is to summarize the role of Big Data analysis in healthcare, and to provide a comprehensive analysis of the various techniques involved in mining big data. This article provides an overview of Big Data, applicability of it in healthcare, some of the work in progress and a future works. Therefore, in this article, the use of machine learning techniques is proposed for real-time diabetic patient data analysis from IoT devices and gateways es_ES
dc.language Inglés es_ES
dc.publisher IGI Global es_ES
dc.relation.ispartof International Journal of E-Health and Medical Communications es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Big Data es_ES
dc.subject Healthcare es_ES
dc.subject Internet of Things es_ES
dc.subject Machine Learning es_ES
dc.subject.classification INGENIERIA TELEMATICA es_ES
dc.title Big Data Classification and Internet of Things in Healthcare es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.4018/IJEHMC.2020040102 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Instituto de Investigación para la Gestión Integrada de Zonas Costeras - Institut d'Investigació per a la Gestió Integrada de Zones Costaneres es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Politécnica Superior de Gandia - Escola Politècnica Superior de Gandia es_ES
dc.description.bibliographicCitation Rghioui, A.; Lloret, J.; Oumnad, A. (2020). Big Data Classification and Internet of Things in Healthcare. International Journal of E-Health and Medical Communications. 11(2):20-37. https://doi.org/10.4018/IJEHMC.2020040102 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.4018/IJEHMC.2020040102 es_ES
dc.description.upvformatpinicio 20 es_ES
dc.description.upvformatpfin 37 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 11 es_ES
dc.description.issue 2 es_ES
dc.identifier.eissn 1947-3168 es_ES
dc.relation.pasarela S\473152 es_ES


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