Search Results for author: Chrysoula Kosma

Found 3 papers, 1 papers with code

Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series

no code implementations6 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.

Irregular Time Series Time Series

TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting

1 code implementation27 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.

Graph Learning Time Series +1

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