Search Results for author: Jidapa Thadajarassiri

Found 2 papers, 1 papers with code

Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks

no code implementations8 Feb 2023 Thomas Hartvigsen, Jidapa Thadajarassiri, Xiangnan Kong, Elke Rundensteiner

Using this insight, we then propose CAT, a model that classifies multivariate ITS by explicitly seeking highly-relevant portions of an input series' timeline.

Imputation Irregular Time Series +2

Stop&Hop: Early Classification of Irregular Time Series

1 code implementation21 Aug 2022 Thomas Hartvigsen, Walter Gerych, Jidapa Thadajarassiri, Xiangnan Kong, Elke Rundensteiner

We bridge this gap and study early classification of irregular time series, a new setting for early classifiers that opens doors to more real-world problems.

Early Classification General Classification +3

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