Network traffic monitoring based on mining frequent patterns
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Fast mining Top-Rank-k frequent patterns by using Node-lists
Expert Systems with Applications: An International Journal
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Mining Top-Rank-K frequent patterns is a new topic in frequent pattern mining. In this paper, we propose a new mining algorithm called VTK, Vertical Mining of Top-Rank-k Frequent Patterns, to mining Top-Rank-K frequent patterns using some Vertical skills. Our performance study shows that the VTK method is more efficient and scalable for mining both synthetic datasets and real datasets than the algorithms proposed before.