Predicting recurring concepts on data-streams by means of a meta-model and a fuzzy similarity function

Miguel Ángel Abad,João Bártolo Gomes,Ernestina Menasalvas

Expert Systems with Applications（2016）

引用 28|浏览102

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摘要

•Implementation of a new similarity concept function using fuzzy logic techniques.•Implementation of a meta-model representing the underlying concept drifts detected.•Development of MM-PRec as a wrapper mechanism.•Useful in intrusion detection systems.•Useful in fraud detection systems.

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关键词

Data stream mining,Hidden Markov model,Fuzzy logic,Concept drift,Classification

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