Search Results for author: Zhongzhong Yu

Found 2 papers, 1 papers with code

A Survey on Time-Series Pre-Trained Models

1 code implementation18 May 2023 Qianli Ma, Zhen Liu, Zhenjing Zheng, Ziyang Huang, Siying Zhu, Zhongzhong Yu, James T. Kwok

Time-Series Mining (TSM) is an important research area since it shows great potential in practical applications.

Time Series Transfer Learning

From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba

no code implementations17 Sep 2021 Xinyuan Qi, Kai Hou, Tong Liu, Zhongzhong Yu, Sihao Hu, Wenwu Ou

Except for introducing future knowledge for prediction, we propose Aliformer based on the bidirectional Transformer, which can utilize the historical information, current factor, and future knowledge to predict future sales.

Time Series Time Series Forecasting

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