On computing, storing and querying frequent patterns

  title={On computing, storing and querying frequent patterns},
  author={Guimei Liu and Hongjun Lu and Wenwu Lou and Jeffrey Xu Yu},
Extensive efforts have been devoted to developing efficient algorithms for mining frequent patterns. However, frequent pattern mining remains a time-consuming process, especially for very large datasets. It is therefore desirable to adopt a "mining once and using many times" strategy. Unfortunately, there has been little work reported on managing and organizing a large set of patterns for future use. In this paper, we propose a disk-based data structure, CFP-tree (Condensed Frequent Pattern… CONTINUE READING
Highly Cited
This paper has 52 citations. REVIEW CITATIONS
36 Citations
2 References
Similar Papers


Publications citing this paper.

53 Citations

Citations per Year
Semantic Scholar estimates that this publication has 53 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.

Similar Papers

Loading similar papers…