Mining Frequent Tree-Like Patterns in Large Datasets

In this paper, we propose a novel data mining scheme to explore the frequent hierarchical structure patterns, named tree-like patterns, with the relationship of each item on a sequence. By tree-like patterns, we are clear to find out the relation of items between the cause and effect. Finally, we discuss the different characteristics to our mined patterns with others. As a consequence, we can find out that our addressed tree-like patterns can be widely used to explore a variety of different applications.

• Type: Conference
• Year: 2005
• Where: DASFAA
• Authors: Tzung-Shi Chen, Shih-Chun Hsu
• Keywords: Addressed Tree-like Patterns, DASFAA 2005, Database, Hierarchical Structure Patterns, Tree-like Patterns