Search Results for author: YuanHai Shao

Found 3 papers, 2 papers with code

Twin support vector quantile regression

no code implementations6 May 2023 Yafen Ye, Zhihu Xu, Jinhua Zhang, WeiJie Chen, YuanHai Shao

We propose a twin support vector quantile regression (TSVQR) to capture the heterogeneous and asymmetric information in modern data.

regression Time Series

CNTS: Cooperative Network for Time Series

1 code implementation20 Feb 2023 JinSheng Yang, YuanHai Shao, ChunNa Li

The CNTS system consists of two components: a detector and a reconstructor.

Time Series Time Series Analysis +1

Multistage Large Segment Imputation Framework Based on Deep Learning and Statistic Metrics

1 code implementation22 Sep 2022 JinSheng Yang, YuanHai Shao, ChunNa Li, Wensi Wang

Experimental results on different types of sensor data show that the multistage imputation strategy and the mixture index are superior and that the effect of missing value imputation has been improved to some extent, particularly for the large segment imputation problem.

Imputation

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