most citedTimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting

Nancy Xu, Chrysoula Kosma, Michalis Vazirgiannis

Time series forecasting lies at the core of important real-world applications in many fields of science and engineering. The abundance of large time series datasets that consist of…

cs.LG2022

Time Series Forecasting Models Copy the Past: How to Mitigate

Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu +1

Time series forecasting is at the core of important application domains posing significant challenges to machine learning algorithms. Recently neural network architectures have bee…