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Frequent pattern mining from dense graph streams
(CEUR Workshop Proceedings, 2014)
As technology advances, streams of data can be produced in many applications such as social networks, sensor networks, bioinformatics, and chemical informatics. These kinds of streaming data share a property in common--namely, ...
Effectively and efficiently mining frequent patterns from dense graph streams on disk
In this paper, we focus on dense graph streams, which can be generated in various applications ranging from sensor networks to social networks, from bio-informatics to chemical informatics. We also investigate the problem ...
Mining frequent patterns from precise and uncertain data
Data mining has gained popularity over the past two decades and has been considered one of the most prominent areas of current database research. Common data mining tasks include finding frequent patterns, clustering and ...