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Positive and Negative Evidence Accumulation Clustering for Sensor Fusion: An Application to Heartbeat Clustering

In this work, a new clustering algorithm especially geared towards merging data arising from multiple sensors is presented. The algorithm, called PN-EAC, is based on the ensemble clustering paradigm and it introduces the novel concept of negative evidence. PN-EAC combines both positive evidence, to...

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Detalles Bibliográficos
Autores principales: Márquez, David G., Félix, Paulo, García, Constantino A., Tejedor, Javier, Fred, Ana L.N., Otero, Abraham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6864688/
https://www.ncbi.nlm.nih.gov/pubmed/31653110
http://dx.doi.org/10.3390/s19214635