Computing the minimum-support for mining frequent patterns

@article{Zhang2007ComputingTM,
  title={Computing the minimum-support for mining frequent patterns},
  author={Shichao Zhang and Xindong Wu and Chengqi Zhang and Jingli Lu},
  journal={Knowledge and Information Systems},
  year={2007},
  volume={15},
  pages={233-257}
}
Frequent pattern mining is based on the assumption that users can specify the minimum-support for mining their databases. It has been recognized that setting the minimum-support is a difficult task to users. This can hinder the widespread applications of these algorithms. In this paper we propose a computational strategy for identifying frequent itemsets, consisting of polynomial approximation and fuzzy estimation. More specifically, our algorithms (polynomial approximation and fuzzy estimation… CONTINUE READING

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