Variational auto-encoders based on the shift correction for imputation of specific missing in multivariate time series
Author:
Publisher
Elsevier BV
Subject
Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation
Reference51 articles.
1. Learning Time Series Associated Event Sequences With Recurrent Point Process Networks;Xiao;IEEE Trans. Neural Networks Learn. Syst.,2019
2. Design and application of time series algorithm model in information assisted sensing system of nursing measurement in neurology;Liu;Measurement,2020
3. Deep Learning-Based Prognostic Approach for Lithium-ion Batteries with Adaptive Time-Series Prediction and On-Line Validation;Zhang;Measurement,2020
4. Chaotic Time Series Prediction Based on a Novel Robust Echo State Network;Li;IEEE Trans. Neural Networks Learn. Syst.,2012
5. Wind missing data arrangement using wavelet based techniques for getting maximum likelihood;Zapata-Sierra;Energy Convers. Manage.,2019
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