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An approach to mining local causal relationships from databases
He, YB ; Geng, Z ; Liang, X
2005
英文摘要Mining association rules and correlation relationships have been studied in the data mining field for many years. However, the rules mined only indicate association relationships among variables in an interested system. They do not specify the essential underlying mechanism of the system that describe causal relationships. In this paper, we present an approach for mining causal relationships among attributes and propose a potential application in the field of bioinformatics. Based on the theory of causal diagram, we show the properties of our approach.; Computer Science, Artificial Intelligence; Computer Science, Interdisciplinary Applications; SCI(E); CPCI-S(ISTP); 0
语种英语
出处SCI
内容类型其他
源URL[http://hdl.handle.net/20.500.11897/321124]  
专题数学科学学院
信息科学技术学院
推荐引用方式
GB/T 7714
He, YB,Geng, Z,Liang, X. An approach to mining local causal relationships from databases. 2005-01-01.
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