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Changyou Ma

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Open access Jul 2026

Optimizing-Time Series Imputation with Data Quality

The workflow involves imputing missing values using an imputation algorithm, evaluating the data quality of each sample, and then removing low-quality samples, and it is found that network features can effectively explain the data quality of individual samples.

Feihu Huang, Shan Li, Jian Peng et al. · 0 citations