ITUFP: A fast method for interactive mining of Top-K frequent patterns from uncertain data
Expert Systems with Applications(2023)
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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