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DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications(1)
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Case 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:googlescopusLocal Correlation Integral Approach for Anomaly Detection Using Functional Data
ArticleAbstract: The present work develops a methodology for the detection of outliers in functional data, taking intPalabras claves:Anomaly detection, FDA, Hilbert space, LOCI, outlier detectionAutores:Jorge R. Sosa Donoso, Miguel Flores, Naya S., Tarrío-Saavedra J.Fuentes:scopus