Detracking Autoencoding Conditional Generative Adversarial Network: Improved Generative Adversarial Network Method for Tabular Missing Value Imputation

Due to various reasons, such as limitations in data collection and interruptions in network transmission, gathered data often contain missing values. Existing state-of-the-art generative adversarial imputation methods face three main issues: limited applicability, neglect of latent categorical infor...

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Bibliographic Details
Main Authors: Jingrui Liu, Zixin Duan, Xinkai Hu, Jingxuan Zhong, Yunfei Yin
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/26/5/402