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...

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Detalles Bibliográficos
Autores principales: Rodríguez, Jorge, Barrera-Animas, Ari Y., Trejo, Luis A., Medina-Pérez, Miguel Angel, Monroy, Raúl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Article
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

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087407/
https://www.ncbi.nlm.nih.gov/pubmed/27690054
http://dx.doi.org/10.3390/s16101619

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