Research on the Distributed Treatment of Frequent Itemsets Extraction Based on Pruned Concept Lattices

@article{Xu2006ResearchOT,
  title={Research on the Distributed Treatment of Frequent Itemsets Extraction Based on Pruned Concept Lattices},
  author={Yong Xu and Sen-xin Zhou},
  journal={2006 International Conference on Machine Learning and Cybernetics},
  year={2006},
  pages={1332-1336}
}
The effective representation and amalgamating extraction method of frequent itemsets in distributed databases is important to improve the result of distributed association rules mining. The common methods are inefficient due either to higher number of database scan or to larger amount of candidate itemsets for communication. Based on discussing the relation between the concept of pruned concept lattice (PCL) and the representation of frequent itemsets, the closed frequent itemsets of PCL is… CONTINUE READING