Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problems

Author:

Abiri Najmeh,Linse Björn,Edén Patrik,Ohlsson MattiasORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference33 articles.

1. Statistical Analysis with Missing Data;Little,2002

2. Missing value estimation methods for dna microarrays;Troyanskaya;Bioinformatics,2001

3. Improved methods for the imputation of missing data by nearest neighbor methods;Tutz;Comput. Stat. Data Anal.,2015

4. Multiple imputation by chained equations: what is it and how does it work?;Azur;Int. J. Methods Psychiatr. Res.,2011

5. A multivariate technique for multiply imputing missing values using a sequence of regression models;Raghunathan;Surv. Methodol.,2001

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