MIDIA: exploring denoising autoencoders for missing data imputation

Missing data methods for arbitrary missingness with small samples

(2016) Daniel McNeish   JOURNAL OF APPLIED STATISTICS

Multiple imputation for continuous variables using a Bayesian principal component analysis

(2015) Vincent Audigier et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Missing Value Estimation for Mixed-Attribute Data Sets

(2010) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Review of Hot Deck Imputation for Survey Non-response

(2010) Rebecca R. Andridge et al.   INTERNATIONAL STATISTICAL REVIEW

Dealing with missing values in large-scale studies: microarray data imputation and beyond

(2009) T. Aittokallio   BRIEFINGS IN BIOINFORMATICS

Data Imputation Using Least Squares Support Vector Machines in Urban Arterial Streets

(2009) Yang Zhang et al.   IEEE SIGNAL PROCESSING LETTERS

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Sequential local least squares imputation estimating missing value of microarray data

(2008) Xiaobai Zhang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases

(2008) Yongsong Qin et al.   EXPERT SYSTEMS WITH APPLICATIONS

On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario

(2007) S. De Vito et al.   SENSORS AND ACTUATORS B-CHEMICAL