Imputing missing value through ensemble concept based on statistical measures

Distance estimation in numerical data sets with missing values

(2013) Emil Eirola et al.   INFORMATION SCIENCES

Locally linear reconstruction based missing value imputation for supervised learning

(2013) Pilsung Kang   NEUROCOMPUTING

Comparison of five iterative imputation methods for multivariate classification

(2012) Yushan Liu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Incomplete-case nearest neighbor imputation in software measurement data

(2011) Jason Van Hulse et al.   INFORMATION SCIENCES

Shell-neighbor method and its application in missing data imputation

(2010) Shichao Zhang   APPLIED INTELLIGENCE

A robust missing value imputation method for noisy data

(2010) Bing Zhu et al.   APPLIED INTELLIGENCE

Missing value imputation on missing completely at random data using multilayer perceptrons

(2010) Esther-Lydia Silva-Ramírez et al.   NEURAL NETWORKS

Imputation of missing values for compositional data using classical and robust methods

(2009) K. Hron et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Selection–fusion approach for classification of datasets with missing values

(2009) Mostafa Ghannad-Rezaie et al.   PATTERN RECOGNITION

Impact of imputation of missing values on classification error for discrete data

(2008) Alireza Farhangfar et al.   PATTERN RECOGNITION