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Outlier Removal in Model-Based Missing Value Imputation for Medical Datasets

Many real-world medical datasets contain some proportion of missing (attribute) values. In general, missing value imputation can be performed to solve this problem, which is to provide estimations for the missing values by a reasoning process based on the (complete) observed data. However, if the ob...

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Podrobná bibliografie
Vydáno v:J Healthc Eng
Hlavní autoři: Huang, Min-Wei, Lin, Wei-Chao, Tsai, Chih-Fong
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5823414/
https://ncbi.nlm.nih.gov/pubmed/29599943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/1817479
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