ITUFP: A fast method for interactive mining of Top-K frequent patterns from uncertain data

Expert Systems with Applications（2023）

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摘要

•The first method for interactive mining of Top-K uncertain frequent patterns.•Introducing a new list-based data structure to deal with interactive environments.•Introducing techniques to avoid unnecessary processing of lists.•The proposed ITUFP dramatically improves runtime and scalability.

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关键词

Data mining,Frequent pattern mining,Uncertain frequent pattern,Uncertain data,Interactive mining

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