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Towards an Efficient One-Class Classifier for Mobile Devices and Wearable Sensors on the Context of Personal Risk Detection

In this work, we present a first step towards an efficient one-class classifier well suited for mobile devices to be implemented as part of a user application coupled with wearable sensors in the context of personal risk detection. We compared one-class Support Vector Machine (ocSVM) and OCKRA (One-...

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Detalles Bibliográficos
Autores principales: Trejo, Luis A., Barrera-Animas, Ari Yair
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163624/
https://www.ncbi.nlm.nih.gov/pubmed/30200188
http://dx.doi.org/10.3390/s18092857