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Continuous imputation of missing values in time series via Wasserstein generative adversarial imputation networks and variational auto-encoders model

Yunsheng Wang, Xinghan Xu, Lei Hu, Jianwei Liu, Xiaohui Yan, Weijie Ren

2024Physica A Statistical Mechanics and its Applications12 citationsDOI

Topics & Concepts

Imputation (statistics)Generative grammarMissing dataComputer scienceGenerative adversarial networkSeries (stratigraphy)Time seriesArtificial intelligenceAlgorithmPattern recognition (psychology)Data miningMachine learningDeep learningBiologyPaleontologyImage and Signal Denoising MethodsGenerative Adversarial Networks and Image SynthesisModel Reduction and Neural Networks
Continuous imputation of missing values in time series via Wasserstein generative adversarial imputation networks and variational auto-encoders model | Litcius