Evolving Super Graph Neural Networks for Large-Scale Time-Series Forecasting

Author:

Chen HongjieORCID,Rossi RyanORCID,Kim SungchulORCID,Mahadik KanakORCID,Eldardiry HodaORCID

Publisher

Springer Nature Singapore

Reference22 articles.

1. Alexandrov, A., et al.: GluonTS: probabilistic and neural time series modeling in Python. J. Mach. Learn. Res. 21(116), 1–6 (2020)

2. Chatfield, C.: Time-Series Forecasting. Chapman and Hall/CRC, New York (2000)

3. Chen, H., Eldardiry, H.: Graph time-series modeling in deep learning: a survey. ACM Trans. Knowl. Discov. Data 18, 1–35 (2023)

4. Chen, H., Rossi, R.A., Mahadik, K., Kim, S., Eldardiry, H.: Graph deep factors for forecasting with applications to cloud resource allocation. In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

5. Chen, X., Wang, J., Xie, K.: TrafficStream: a streaming traffic flow forecasting framework based on graph neural networks and continual learning. In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021)

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