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Mining Uncertain Sequential Patterns in Iterative MapReduce

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PART II, (2015): 243-254

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Abstract

This paper proposes a sequential pattern mining (SPM) algorithm in large scale uncertain databases. Uncertain sequence databases are widely used to model inaccurate or imprecise timestamped data in many real applications, where traditional SPM algorithms are inapplicable because of data uncertainty and scalability. In this paper, we devel...More

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