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A Distributed Learning Method for [Formula: see text]-Regularized Kernel Machine over Wireless Sensor Networks

In wireless sensor networks, centralized learning methods have very high communication costs and energy consumption. These are caused by the need to transmit scattered training examples from various sensor nodes to the central fusion center where a classifier or a regression machine is trained. To r...

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Detalles Bibliográficos
Autores principales:	Ji, Xinrong, Hou, Cuiqin, Hou, Yibin, Gao, Fang, Wang, Shulong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2016
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970071/ https://www.ncbi.nlm.nih.gov/pubmed/27376298 http://dx.doi.org/10.3390/s16071021

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