Online Sequential Projection Vector Machine with Adaptive Data Mean Update

We propose a simple online learning algorithm especial for high-dimensional data. The algorithm is referred to as online sequential projection vector machine (OSPVM) which derives from projection vector machine and can learn from data in one-by-one or chunk-by-chunk mode. In OSPVM, data centering, d...

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Detalles Bibliográficos
Autores principales: Chen, Lin, Jia, Ji-Ting, Zhang, Qiong, Deng, Wan-Yu, Wei, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4838813/
https://www.ncbi.nlm.nih.gov/pubmed/27143958
http://dx.doi.org/10.1155/2016/5197932

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4838813/
https://www.ncbi.nlm.nih.gov/pubmed/27143958
http://dx.doi.org/10.1155/2016/5197932

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