Missing value imputation designs and methods of nature-inspired metaheuristic techniques: A systematic review

• Main Authors: Chiu, Po Chan, Selamat, Ali, Krejcar, Ondrej, Kuok, King Kuok, Abdul Bujang, Siti Dianah, Fujita, Hamido
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2022
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/104382/1/AliSelamat2022_MissingValueImputationDesignsandMethods.pdf; http://eprints.utm.my/104382/; http://dx.doi.org/10.1109/ACCESS.2022.3172319

Missing values are highly undesirable in real-world datasets. The missing values should be estimated and treated during the preprocessing stage. With the expansion of nature-inspired metaheuristic techniques, interest in missing value imputation (MVI) has increased. The main goal of this literature...