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DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications(1)
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Automatic Detection of Fake News in Spanish: Ecuadorian Political Satire
ArticleAbstract: The circulation of fake news on internet, especially those of political satire through social media,Palabras claves:Fact-checking, Machine learning, Natural Language processing, Supervised classificationAutores:Miguel Flores, Nicolás Mafla, Roberto Omar Andrade, Sergio Castillo-PáezFuentes:scopusAnalysis of principal nonlinear components for the construction of a socioeconomic stratification index in Ecuador
ArticleAbstract: Socio-economic stratification classifies people or groups of people within a society. Although sociaPalabras claves:ECUADOR, social class, Social inequality, Statistical AnalysisAutores:Miguel Flores, Morales K., Yasmín Salazar MéndezFuentes:scopusA spatio-temporal multinomial model of firearm death in Ecuador
ArticleAbstract: This paper presents a statistical model based on a multinomial distribution with fixed and random efPalabras claves:Bayesian inference, Crime, Firearms, Multinomial distribution, Spatial effects, Temporal effectsAutores:Briz-Redón Á., Jorge Sosa, Mateu J., Mauricio Abril, Miguel FloresFuentes:scopusConstructing a control chart using functional data
ArticleAbstract: This study proposes a control chart based on functional data to detect anomalies and estimate the noPalabras claves:control chart, Data depth, Energy efficiency, functional data analysis, Nonparametric control chart, Statistical process controlAutores:Fernández-Casal R., Miguel Flores, Naya S., Raña P., Tarrío-Saavedra J., Zaragoza S.Fuentes:googlescopusCase study of anomaly detection and quality control of energy efficiency and hygrothermal comfort in buildings
Conference ObjectAbstract: The aim of this work is to propose different statistical and machine learning methodologies for idenPalabras claves:Anomaly detection, Energy efficiency, feature selection, functional data analysis, HVAC, industry 4.0, LOCI, ReliefF, Statistical Quality ControlAutores:Bolón-Canedo V., Eiras-Franco C., Fernández-Casal R., Miguel Flores, Naya S., Tarrío-Saavedra J., Zaragoza S.Fuentes:googlescopusNew robust capability ratios approaches for quality control
ArticleAbstract: Robustness of process capability measurements is a very important matter in statistical quality contPalabras claves:Bootstrap confidence intervals, Bootstrap hypothesis testing, Process capability ratio, Robust statisticsAutores:Devia-Rivera A., Miguel Flores, Naya S., Tarrío-Saavedra J.Fuentes:googlescopusILS: An R package for statistical analysis in Interlaboratory Studies
ArticleAbstract: In this paper we present an R package with routines to perform Interlaboratory Studies (ILS). The aiPalabras claves:Bootstrap, Data depth, functional data analysis, Interlaboratory studies, outlier detection, R SoftwareAutores:Fernández-Casal R., Miguel Flores, Naya S., Roberto Bossano, Tarrío-Saavedra J.Fuentes:googlescopusIntegrating spatial dependence into functional clustering of NDVI in the Ecuadorian Andes
ArticleAbstract: Spatial dependence into environmental data is an influential criterion in clustering processes, as tPalabras claves:functional data, Geostatistics, K-Means, NDVI, spatial correlationAutores:Alexandra Maigua, Jeysson Chuquin, Mateu J., Miguel Flores, Sandra Torres, Xavier Zapata-RíosFuentes:scopusIntegration of AI and IoT Approaches for Evaluating Cybersecurity Risk on Smart City
Book PartAbstract: Cities have adopted the smart city model based on decision-making to maintain their sustainability aPalabras claves:Bayesian network, DIGITAL TWIN, IOT, Risk analysis, smart cityAutores:Iván Ortiz, Luis Tello-Oquendo, Miguel Flores, Roberto Omar Andrade, Sang Guun YooFuentes:googlescopusIntegration of Administrative Records for Social Protection Policies-A Systematic Literature Review of Cases in the Latin American and Caribbean Region
Conference ObjectAbstract: The objective of this study is to explore, analyze, evaluate and compile experiences and good practiPalabras claves:Administrative records, Latin America and Caribbean Region, Smart Government, Social Information System, Social protection programs, Systematic literature reviewAutores:Belén Cabezas A., Miguel Flores, Vinueza A., Yasmina Vizuete-Salazar, Zambrano L.Fuentes:scopus