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Distributed Sequential Pattern Mining in Large Scale Uncertain Databases.

PAKDD, (2016): 17-29

Cited: 10|Views15
EI

Abstract

While sequential pattern mining SPM is an import application in uncertain databases, it is challenging in efficiency and scalability. In this paper, we develop a dynamic programming DP approach to mine probabilistic frequent sequential patterns in distributed computing platform Spark. Directly applying the DP method to Spark is impractica...More

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