A systematic review of generative adversarial imputation network in missing data imputation

Data missing has always occurred in data processing. To solve this problem, researchers have improved the process methods of the missing data with diverse strategies, which range from directly deleting missing data samples to using artificial intelligence technology to filling in incomplete data. Th...

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Veröffentlicht in:	Neural computing & applications 2023-09, Vol.35 (27), p.19685-19705
Hauptverfasser:	Zhang, Yuqing, Zhang, Runtong, Zhao, Butian
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Data Mining and Knowledge Discovery Data processing Image Processing and Computer Vision Missing data Neural networks Probability and Statistics in Computer Science Review Trends
Online-Zugang:	Volltext
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