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Characterizing Word Embeddings for Zero-Shot Sensor-Based Human Activity Recognition

In this paper, we address Zero-shot learning for sensor activity recognition using word embeddings. The goal of Zero-shot learning is to estimate an unknown activity class (i.e., an activity that does not exist in a given training dataset) by learning to recognize components of activities expressed...

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Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Matsuki, Moe, Lago, Paula, Inoue, Sozo
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2019
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6891337/
https://ncbi.nlm.nih.gov/pubmed/31752376
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19225043
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