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Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data
This study introduces the One-Class K-means with Randomly-projected features Algorithm (OCKRA). OCKRA is an ensemble of one-class classifiers built over multiple projections of a dataset according to random feature subsets. Algorithms found in the literature spread over a wide range of applications...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2016
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087407/ https://www.ncbi.nlm.nih.gov/pubmed/27690054 http://dx.doi.org/10.3390/s16101619 |