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An Efficient Graph-based Relational Learning Algorithm
一种有效率的基于图的关系学习算法

Keywords: Multi-relational data mining,Logic-based MRDM,Graph-based MRDM,Subdue
多关系数据挖掘
,基于逻辑的MRDM,基于图的MRDM,Subdue

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Abstract:

Multi-relational data mining can be categorized into graph-based and logic-based according to their representation. We talk about the relationship between graph-based data mining and graph-based relational learning. An overview on different methods for graph-based data mining is given. We mainly discuss graph-based relational learning algorithm Subdue,including its advantage and disadvantage. To solves the disadvantages of Subdue,we propose ESubdue,which improve the subgraph isomorphism computation and redu...

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