Long-Term, Multivariate Time Series Generation With the Capture of Intervariate Correlations and Variatewise Characteristics
This paper proposes a novel Time Series Generation (TSG) model, the Attended Variate-Conditioned GAN (AVC-GAN), for generating multivariate long-term time series data. Recently, generative approaches to TSG have been explored for applications such as privacy protection, anomaly detection, and time s...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11086582/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|