Mostrando 10 resultados de: 19
Publisher
Communications in Computer and Information Science(6)
Advances in Intelligent Systems and Computing(2)
Bionatura(2)
Interciencia(2)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(2)
Área temáticas
Medicina y salud(5)
Economía(3)
Funcionamiento de bibliotecas y archivos(3)
Medicina forense; incidencia de enfermedades(3)
Otros problemas y servicios sociales(3)
Assessing the COVID-19 Vaccination Process via Functional Data Analysis
Conference ObjectAbstract: This manuscript aims to assess the evolution of the COVID-19 vaccination process in some American anPalabras claves:covid-19, Functional clustering, functional data analysis, Functional Principal Components AnalysisAutores:Christian Calle-Cárdenas, Guido Tapia-Riera, Isidro Rafael Amaro, Lenin Riera-Segura, Saba Rafael InfanteFuentes:googlescopusBrief Review of Functional Data Analysis: A Case Study on Regional Demographic and Economic Data
Conference ObjectAbstract: Functional data analysis (FDA) is an important recent field in statistics that enables us to analyzePalabras claves:CLÚSTER ANALYSIS, Demographic data, functional data analysis, Principal Component AnalysisAutores:Adrián Padilla-Segarra, Isidro Rafael Amaro, Mabel González-Villacorte, Saba Rafael InfanteFuentes:googlescopusCOVID-19 Fake News Detection Using Joint Doc2Vec and Text Features with PCA
Conference ObjectAbstract: With the current pandemic, it is imperative to stay up to date with the news and many sources contriPalabras claves:fake news, Principal Component Analysis, Text classificationAutores:Carlos Chipantiza, Hector Andres Mejia, Isidro Rafael Amaro, Jose Llumiquinga, Rigoberto Fonseca-DelgadoFuentes:googlescopusCOVID-19 data analysis using HJ-Biplot method: A study case
ArticleAbstract: COVID-19 is a new viral disease declared as a pandemic by the World Health Organization in 2020. ThiPalabras claves:CLÚSTER, covid-19, Health condition, HJ-biplot, OrdinationAutores:Franklin Tenesaca-Chillogallo, Isidro Rafael AmaroFuentes:scopusApplication of rescaled range analysis (R/S) to study the fractal properties of precipitation in Venezuela
ArticleAbstract: This work presents an application of rescaled range analysis (R/S) to study the fractal properties oPalabras claves:Autores:Isidro Rafael Amaro, Jhonny R. Demey, Macchiavelli R.Fuentes:scopusAlzheimer’s disease diagnosis system using electroencephalograms and machine learning models
ArticleAbstract: Alzheimer’s disease (AD) is a neurodegenerative disorder that gradually destroys brain cells causingPalabras claves:Alzheimer’s disease, Electroencephalograms, feature selection, Feed forward neural networksAutores:Graciela M. Salum, Isidro Rafael Amaro, Paola Martínez-Arias, Rigoberto Fonseca-DelgadoFuentes:googlescopusAn Exploratory Analysis of COVID-19 in Latin America Using Functional Principal Component Analysis
Conference ObjectAbstract: Even though there already exists a wide variety of epidemiological models, it’s worthwhile to applyPalabras claves:covid-19, functional data analysis, Functional principal component analysis, Latin AmericaAutores:Diana Chaglla, Isidro Rafael Amaro, Saba Rafael InfanteFuentes:scopusAn Exploratory Analysis of COVID-19 in South America: Relationship Between Public Health Damages and Economic Impact in the Region
Conference ObjectAbstract: In the context of the COVID-19 pandemic, in the present work, we will use two main data visualizatioPalabras claves:Biplot first section, Clustering, covid-19, Multivariate statistical analysis, PCa, SARS-COV-2Autores:Génesis Carrillo, Isidro Rafael Amaro, Santiago PozoFuentes:scopusFunctional ANOVA for Modelling Temperature Profiles in Ecuador
Conference ObjectAbstract: The experiments obtained from global and regional climate models have recently become popular and arPalabras claves:Anova, Climate models, functional data, Markov Chain Monte CarloAutores:Génesis Carrillo, Isidro Rafael Amaro, Julio Armas, Saba Rafael InfanteFuentes:scopusFunctional Data Analysis: A Meteorological Study Case in North of Ecuador
Conference ObjectAbstract: The present work uses functional data analysis (FDA) and functional principal component analysis (FPPalabras claves:functional data analysis, Functional principal component analysis, Meteorological FeaturesAutores:Isidro Rafael Amaro, Jonathan Portilla, Julio Armas, Saba Rafael InfanteFuentes:scopus