no code implementations • 6 Aug 2023 • Chrysoula Kosma, Giannis Nikolentzos, Michalis Vazirgiannis
We evaluate TPCNN on both interpolation and classification tasks involving real-world irregularly sampled multivariate time series datasets.
1 code implementation • 27 Jul 2023 • 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.
no code implementations • 27 Jul 2022 • Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu, Michalis Vazirgiannis
Recently neural network architectures have been widely applied to the problem of time series forecasting.