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A Pre-Processing Method to Deal with Missing Values by Integrating Clustering and Regression Techniques.
Shin-Mu Tseng
Kuo-Ho Wang
Chien-I Lee
Published in:
Appl. Artif. Intell. (2003)
Keyphrases
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missing values
preprocessing
clustering method
missing data
data pre processing
high dimensional data
incomplete data
data sets
neural network
k means
knn
dimensionality reduction
logistic regression
self organizing maps
data clustering
data imputation