2 papers
cs.DB2024
Multivariate Time Series Cleaning under Speed Constraints
Aoqian Zhang, Zexue Wu, Yifeng Gong +2
Errors are common in time series due to unreliable sensor measurements. Existing methods focus on univariate data but do not utilize the correlation between dimensions. Cleaning ea…
cs.LG2024
DTMamba : Dual Twin Mamba for Time Series Forecasting
Zexue Wu, Yifeng Gong, Aoqian Zhang
We utilized the Mamba model for time series data prediction tasks, and the experimental results indicate that our model performs well.