Systematic review of using machine learning in imputing missing values

Missing data are a universal data quality problem in many domains, leading to misleading analysis and inaccurate decisions. Much research has been done to investigate the different mechanisms of missing data and the proper techniques in handling various data types. In the last decade, machine learni...

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Bibliographic Details

Main Authors:	Alabadla, Mustafa, Sidi, Fatimah, Ishak, Iskandar, Ibrahim, Hamidah, Affendey, Lilly Suriani, Che Ani, Zafienas, A. Jabar, Marzanah, Bukar, Umar Ali, Devaraj, Navin Kumar, Muda, Ahmad Sobri, Tharek, Anas, Omar, Noritah, Mohd Jaya, Mohd Izham
Format:	Article
Published:	Institute of Electrical and Electronics Engineers 2022
Online Access:	http://psasir.upm.edu.my/id/eprint/103422/ https://ieeexplore.ieee.org/document/9762231
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