Missing data imputation by K nearest neighbours based on grey relational structure and mutual information

Missing data analyses: a hybrid multiple imputation algorithm using Gray System Theory and entropy based on clustering

(2013) Jing Tian et al.   APPLIED INTELLIGENCE

Nearest neighbor selection for iteratively kNN imputation

(2012) Shichao Zhang   JOURNAL OF SYSTEMS AND SOFTWARE

Incomplete-case nearest neighbor imputation in software measurement data

(2011) Jason Van Hulse et al.   INFORMATION SCIENCES

A robust missing value imputation method for noisy data

(2010) Bing Zhu et al.   APPLIED INTELLIGENCE

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

(2010) José M. Jerez et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Missing data analysis with fuzzy C-Means: A study of its application in a psychological scenario

(2010) Alessandro G. Di Nuovo   EXPERT SYSTEMS WITH APPLICATIONS

Missing data imputation by utilizing information within incomplete instances

(2010) Shichao Zhang et al.   JOURNAL OF SYSTEMS AND SOFTWARE

New imputation methods for missing data using quantiles

(2009) J.F. Muñoz et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

K nearest neighbours with mutual information for simultaneous classification and missing data imputation

(2009) Pedro J. García-Laencina et al.   NEUROCOMPUTING

A discretization algorithm based on Class-Attribute Contingency Coefficient

(2007) Cheng-Jung Tsai et al.   INFORMATION SCIENCES