ILUNA: Single-pass incremental method for uncertain frequent pattern mining without false positives

Information Sciences（2021）

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摘要

•The first method for single-pass incremental mining of uncertain frequent patterns.•Introducing two new data structures based on list to deal with dynamic data.•Introducing techniques to avoid unnecessary processing of lists.•The proposed ILUNA dramatically improves the runtime and scalability.

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关键词

Mining frequent patterns,Uncertain data,Incremental mining,Uncertain frequent patterns,Dynamic data

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