reviewExpert Systems with ApplicationsApr 26, 2023Closed access

Deep learning versus conventional methods for missing data imputation: A review and comparative study

YSYige SunJLJing LiYXYifan XuTZTingting ZhangXWXiaofeng Wang

Case Western Reserve University · Meta (United States) · +2 more institutions

Indexed incrossref

Abstract

No abstract available for this paper.

Citation impact

237
total citations
FWCI
74.55
Percentile
100%
References
35
Citations per year

Authors

5

Topics & keywords

Topics
Keywords
  • Missing data
  • Imputation (statistics)
  • Computer science
  • Artificial intelligence
  • Robustness (evolution)
  • Deep learning
  • Embedding
  • Machine learning
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Funding