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Outlier Detection in Wireless Sensor Networks Using Model Selection-Based Support Vector Data Descriptions

Wireless sensor networks (WSNs) are often deployed in harsh and unattended environments, which may cause the generation of abnormal or low quality data. The inaccurate and unreliable sensor data may increase generation of false alarms and erroneous decisions, so it’s very important to detect outlier...

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Detalles Bibliográficos
Autores principales: Huan, Zhan, Wei, Chang, Li, Guang-Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308516/
https://www.ncbi.nlm.nih.gov/pubmed/30544595
http://dx.doi.org/10.3390/s18124328