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• W2079698247 abstract "In this article we propose a new hashing framework for tree-structured data. Our method maps an unordered tree into a multiset of simple wedge-shaped structures refered to as pivots. By coupling our pivot multisets with the idea of minwise hashing, we realize a fixed sized signature-sketch of the tree-structured datum yielding an effective mechanism for hashing such data. We discuss several potential pivot structures and study some of the theoretical properties of such structures, and discuss their implications to tree edit distance and properties related to perfect hashing. We then empirically demonstrate the efficacy and efficiency of the overall approach on a range of real-world datasets and applications." @default.
• W2079698247 created "2016-06-24" @default.
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• W2079698247 date "2010-01-01" @default.
• W2079698247 modified "2023-09-26" @default.
• W2079698247 title "Hashing tree-structured data: Methods and applications" @default.
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• W2079698247 doi "https://doi.org/10.1109/icde.2010.5447882" @default.
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