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DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications(1)
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A 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:scopusCase 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:googlescopusIntegration 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:googlescopusIdentification of Spatial Clusters of Companies and the Influence of External Factors in their Constitution
ArticleAbstract: This work focuses on the use of different data mining techniques, based on geospatial statistical mePalabras claves:Local Indicators of Spatial Association, spatial regression models, Spatial statisticsAutores:Jorge Jácome, Miguel FloresFuentes:scopusSpatial Distribution of Social Inequality in the Metropolitan District of Quito, Ecuador
ArticleAbstract: Exploring the spatial variation of regional social inequality allows the design of public policies;Palabras claves:Kernel nonlinear principal component analysis, living conditions, MARGINALITY, Social inequality, spatial heterogeneityAutores:Builes N.M.S., Jared Abigail Valencia-Salvador, Miguel Flores, Sepúlveda-Murillo F.H.Fuentes:scopusSpatiotemporal patterns of burned areas, fire drivers, and fire probability across the equatorial Andes
ArticleAbstract: Field-based fire studies in the equatorial Andes indicate that fires are strongly associated with biPalabras claves:MCD64A1, Modis, Pre-fire season NDVI and precipitation, remote sensing, Spectral vegetation indicesAutores:Abigail Navarrete, Carmen Lopez-Fabara, Miguel Flores, Sandra Torres-Paguay, Xavier Zapata-RíosFuentes:scopus