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Self-supervised Learning for Semi-supervised Time Series Classification

Self-supervised learning is a promising new technique for learning representative features in the absence of manual annotations. It is particularly efficient in cases where labeling the training data is expensive and tedious, naturally linking it to the semi-supervised learning paradigm. In this wor...

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Detalles Bibliográficos
Publicado en:Advances in Knowledge Discovery and Data Mining
Main Authors: Jawed, Shayan, Grabocka, Josif, Schmidt-Thieme, Lars
Formato: Artigo
Idioma:Inglês
Publicado: 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7206263/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-47426-3_39
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