Deep learning for missing value imputation of continuous data and the effect of data discretization-Reference-Cited by-同舟云学术

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Deep learning for missing value imputation of continuous data and the effect of data discretization

Published:2022-03 Issue: Volume:239 Page:108079
ISSN:0950-7051
Container-title:Knowledge-Based Systems
language:en
Short-container-title:Knowledge-Based Systems

Author:

Lin Wei-Chao,Tsai Chih-Fong,Zhong Jia Rong

Funder

Ministry of Science and Technology, Taiwan

Chang Gung Memorial Hospital, Linkou

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference35 articles.

1. Flexible Imputation of Missing Data;van Buuren,2018

2. Pattern classification with missing data: a review;Garcia-Laencina;Neural Comput. Appl.,2010

3. Missing value imputation: a review and analysis of the literature (2006–2017);Lin;Artif. Intell. Rev.,2020

4. Software cost estimation with incomplete data;Strike;IEEE Trans. Softw. Eng.,2001

5. When should we ignore examples with missing values?;Lin;Int. J. Data Warehous. Min.,2017

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