On computing, storing and querying frequent patterns

@inproceedings{Liu2003OnCS,
  title={On computing, storing and querying frequent patterns},
  author={Guimei Liu and Hongjun Lu and Wenwu Lou and Jeffrey Xu Yu},
  booktitle={KDD},
  year={2003}
}
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
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