Articles with "semisupervised time" as a keyword



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iTimes: Investigating Semisupervised Time Series Classification via Irregular Time Sampling

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Published in 2023 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2022.3199374

Abstract: Semi-supervised learning (SSL) provides a powerful paradigm to mitigate the reliance on large labeled data by leveraging unlabeled data during model training. However, for time series data, few SSL models focus on the underlying temporal… read more here.

Keywords: time; time series; semisupervised time; irregular time ... See more keywords