XU-NetI: Simple U-Shaped Encoder-Decoder Network for Accurate Imputation of Multivariate Missing Data

Author:

Firdaus FirdausORCID,Nurmaini SitiORCID,Tutuko Bambang,Rachmatullah Muhammad NaufalORCID,Islami Anggun,Darmawahyuni Annisa,Sapitri Ade Iriani,Ais'sy Widya Rohadatul,Karim Muhammad Irfan,Fachrurrozi Muhammad,Zarkasi Ahmad

Publisher

Elsevier BV

Reference34 articles.

1. Data pre-processing using neural processes for modeling personalized vital-sign time-series data;Sharma;IEEE J. Biomed. Heal. Informatics,2021

2. A two-stage model to predict surgical patients’ lengths of stay from an electronic patient database;Kumar;IEEE J. Biomed. Heal. informatics,2018

3. Complex data imputation by auto-encoders and convolutional neural networks—A case study on genome gap-filling;Cappelletti;Computers,2020

4. Handling missing data through deep convolutional neural network;Khan;Inf. Sci. (Ny).,2022

5. others, “Multivariate time series imputation with generative adversarial networks;Luo;Adv. Neural Inf. Process. Syst.,2018

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