A Novel Multi-Core Algorithm For Frequent Itemsets Mining In Data Streams

Lázaro Bustio-Martínez,Alfredo Muñoz-Briseño,René Cumplido,Raudel Hernández-León,Claudia Feregrino-Uribe

Pattern Recognition Letters（2019）

引用 5|浏览69

暂无评分

摘要

•An algorithm for multi-core frequent itemsets mining in data streams is presented.•It is proposed a processing scheme which allows to process data streams transmitted at different rates.•The Gearman framework is used to implement the proposed multi-core processing algorithm.•Hashing and lexicographic order of received items are used for frequent itemsets mining in data streams.

查看译文

关键词

Frequent itemsets mining,Data streams,Lexicographic order,Gearman,Parallel algorithms

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要