JOURNAL ARTICLE

Heterogeneous multivariate time series imputation by transformer model with missing position encoding

Caizheng LiuZhengyu ZhuWanming HaoGangcan Sun

Year: 2025 Journal:   Expert Systems with Applications Vol: 271 Pages: 126435-126435   Publisher: Elsevier BV
Keywords:
Imputation (statistics) Multivariate statistics Missing data Computer science Time series Transformer Data mining Artificial intelligence Machine learning

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31.96
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31
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0.99
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Citation History

Topics

Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing
Machine Learning in Healthcare
Physical Sciences →  Computer Science →  Artificial Intelligence
Traditional Chinese Medicine Studies
Health Sciences →  Medicine →  Complementary and alternative medicine
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