Missing data imputation using decision trees and fuzzy clustering with iterative learning

Missing value estimation for microarray data through cluster analysis

(2017) Soumen Kumar Pati et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Imputing missing value through ensemble concept based on statistical measures

(2017) Moslem Mohammadi Jenghara et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Missing value imputation for the analysis of incomplete traffic accident data

(2016) Rupam Deb et al.   INFORMATION SCIENCES

Missing value imputation using a fuzzy clustering-based EM approach

(2015) Md. Geaur Rahman et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques

(2013) Md. Geaur Rahman et al.   KNOWLEDGE-BASED SYSTEMS

FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis

(2013) Md. Geaur Rahman et al.   KNOWLEDGE-BASED SYSTEMS

Nearest neighbor selection for iteratively kNN imputation

(2012) Shichao Zhang   JOURNAL OF SYSTEMS AND SOFTWARE

On the choice of the best imputation methods for missing values considering three groups of classification methods

(2011) Julián Luengo et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data

(2011) K.O. Cheng et al.   PATTERN RECOGNITION