The Completion of Missing Values by Neural Nets for Data Mining

Abstract

Missing values are a problem occuring in the analysis of most application datasets. Though the deletion of observations with missing values is common practice, the loss of information in doing so is regrettable. This is even more the case for high-dimensional data,...