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SSC-EKE: Semi-Supervised Classification with Extensive Knowledge Exploitation
We introduce a new, semi-supervised classification method that extensively exploits knowledge. The method has three steps. First, the manifold regularization mechanism, adapted from the Laplacian support vector machine (LapSVM), is adopted to mine the manifold structure embedded in all training data...
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| Udgivet i: | Inf Sci (Ny) |
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| Main Authors: | , , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2017
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5881956/ https://ncbi.nlm.nih.gov/pubmed/29628529 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ins.2017.08.093 |
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