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Imputation of missing data with class imbalance using conditional generative adversarial networks.
Saqib Ejaz Awan
Mohammed Bennamoun
Ferdous Sohel
Frank M. Sanfilippo
Girish Dwivedi
Published in:
Neurocomputing (2021)
Keyphrases
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missing data
class imbalance
missing values
active learning
class distribution
multiple imputation
high dimensionality
cost sensitive
data imputation
incomplete data
generative model
concept drift
feature selection
unsupervised learning
original data
minority class
image registration
database