Litcius/Paper detail

Missing value imputation in multivariate time series with end-to-end generative adversarial networks

Ying Zhang, Baohang Zhou, Xiangrui Cai, Wenya Guo, Xiaoke Ding, Xiaojie Yuan

2020Information Sciences134 citationsDOI

Topics & Concepts

Imputation (statistics)Multivariate statisticsMissing dataEnd-to-end principleComputer scienceGenerative grammarSeries (stratigraphy)Value (mathematics)Generative adversarial networkStatisticsArtificial intelligenceData miningMathematicsMachine learningDeep learningBiologyPaleontologyTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsComplex Systems and Time Series Analysis
Missing value imputation in multivariate time series with end-to-end generative adversarial networks | Litcius