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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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| Udgivet i: | Comput Intell Neurosci |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Hindawi Publishing Corporation
2016
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4838813/ https://ncbi.nlm.nih.gov/pubmed/27143958 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/5197932 |
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