A modified maintenance algorithm for updating FUSP tree in dynamic database

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Abstract

In the past, we proposed a pre-large FUSP tree to preserve and maintain both large and pre-large sequences in the built tree structure. In this paper, the pre-large concept is also adopted for maintaining and updating the FUSP tree. Only large sequences are kept in the built tree structure for reducing computations. The PreFUSP-TREE-MOD maintenance algorithm is proposed to reduce the rescans of the original database due to the pruning properties of pre-large concept. When the number of modified sequences is smaller than the safety bound of the pre-large concept, better results can be obtained by the proposed PreFUSP-TREE-MOD maintenance algorithm for sequence modification in the dynamic database.

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Li, C. R., Lin, C. W., Gan, W., & Hong, T. P. (2014). A modified maintenance algorithm for updating FUSP tree in dynamic database. In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (Vol. 8481, pp. 301–310). Springer Verlag. https://doi.org/10.1007/978-3-319-07455-9_32

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