MBGAN: An improved generative adversarial network with multi-head self-attention and bidirectional RNN for time series imputation
Author:
Funder
National Key Research and Development Program of China
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering
Reference45 articles.
1. Comparison of missing data imputation methods in time series forecasting;Ahn;Comput. Mater. Continua,2022
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3. R-Ensembler: A greedy rough set based ensemble attribute selection algorithm with kNN imputation for classification of medical data;Bania;Comput. Methods Programs Biomed.,2020
4. Imputation of clinical covariates in time series;Bertsimas;Mach. Learn.,2021
5. Dynamic time warping-based imputation for univariate time series data;Caillault;Pattern Recognit. Lett.,2020
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