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Articles by JunSheng Li
Total Records ( 2 ) for JunSheng Li
  Li Yan , Junsheng Li and Wei Gao
  Classification algorithm is classical learning problem in computer science. Hypergraph, as a knowledge representation model, has widely used in finance, biology and information science. In this study, we extend some graph vertex classification analysis results to hypergraph. Specifically, we use the cut size of the classification to derive data-dependent bounds on the fraction of mistaken predictions for hypergraph vertex classification algorithm.
  Li Yan , Wei Gao and JunSheng Li
  As the extension of Gao et al. (2013), we present the partitioning scheme made of dyadic cubes, the approximation result is thereby obtained concern such partitioning. It is highlighted in this study that AUC criterion multi-dividing ontology algorithm with tree ontology structure and specific split rule has good statistic characteristics, and show that the algorithm under these partitioning schemes are convergent.
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