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A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data.
Sebastian Daberdaku
Erica Tavazzi
Barbara Di Camillo
Published in:
J. Heal. Informatics Res. (2020)
Keyphrases
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data analysis
data points
raw data
training data
data sources
knowledge discovery
high dimensional data
missing data
k nearest neighbour
data mining
genetic algorithm
bayesian networks
small number
labeled data
attribute values