An Incremental FUSP-Tree Maintenance Algorithm

@article{Lin2008AnIF,
  title={An Incremental FUSP-Tree Maintenance Algorithm},
  author={Chun-Wei Lin and Tzung-Pei Hong and Wen-Hsiang Lu and Wen-Yang Lin},
  journal={2008 Eighth International Conference on Intelligent Systems Design and Applications},
  year={2008},
  volume={1},
  pages={445-449}
}
In this paper, we attempt to handle the maintenance of sequential patterns. New transactions may come from both the new customers and old customers. A fast updated sequential pattern tree (called FUSP-tree) structure is proposed to make the tree update process become easy. An incremental FUSP-tree maintenance algorithm is also proposed for reducing the execution time in reconstructing the tree. The proposed approach is expected to achieve a good trade-off between execution time and tree… CONTINUE READING
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Incremental data mining for sequential patterns using pre-large sequences,

T. P. Hong, C. Y. Wang, S. S. Tseng
The International Multiconference on Systemics, Cybernetics and Informatics, • 2001
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