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A meta-learning based neural network and LSTM for univariate time series missing data imputation

Mauricio Morais Almeida, João Dallyson Sousa de Almeida, Darlan B. P. Quintanilha, Geraldo Bráz, Aristófanes Corrêa Silva

2025Applied Soft Computing15 citationsDOI

Topics & Concepts

Imputation (statistics)UnivariateMissing dataComputer scienceTime seriesArtificial intelligenceArtificial neural networkSeries (stratigraphy)Machine learningData miningPattern recognition (psychology)Multivariate statisticsPaleontologyBiologyTime Series Analysis and ForecastingData Stream Mining TechniquesNeural Networks and Applications
A meta-learning based neural network and LSTM for univariate time series missing data imputation | Litcius