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Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases.

ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PART II, (2015): 268-279

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Abstract

Uncertain sequence databases are widely used to model data with inaccurate or imprecise timestamps in many real world applications. In this paper, we use uniform distributions to model uncertain timestamps and adopt possible world semantics to interpret temporal uncertain database. We design an incremental approach to manage temporal unce...More

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