Search Results for author: Aoqian Zhang

Found 3 papers, 1 papers with code

DTMamba : Dual Twin Mamba for Time Series Forecasting

no code implementations11 May 2024 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.

Time Series Time Series Forecasting

Learning Individual Models for Imputation (Technical Report)

no code implementations7 Apr 2020 Aoqian Zhang, Shaoxu Song, Yu Sun, Jian-Min Wang

We propose to adaptively learn individual models over various number l of neighbors for different complete tuples.

Imputation regression

Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing

1 code implementation Proceedings of the VLDB Endowment 2017 Aoqian Zhang, Shaoxu Song, Jian-Min Wang, Philip S. Yu

Instead of simply discarding anomalies, we propose to (iteratively) repair them in time series data, by creatively bonding the beauty of temporal nature in anomaly detection with the widely considered minimum change principle in data repairing.

Anomaly Detection Time Series +2

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