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- W2371505966 abstract "Intervention decision is the hot topic concerned by data mining fields, which wants to evaluate the influence of intervention methods to intervention targets or discover the most effective method to achieve intervention targets, but naive intervention rule (NIR) does not express interventional knowledge accurately and efficiently due to its simplicity. This paper introduces the idea of Markov chains in intervention model which substantially improves the evaluation accuracy and accelerates the mining process, proposes a dynamic model of intervention process, and designs and realizes an accurate evaluating system of intervention process based on intervention intensity. Experimental results in the dataset of Chinese Birth Defects show the effectiveness of the proposed method." @default.
- W2371505966 created "2016-06-24" @default.
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- W2371505966 date "2011-01-01" @default.
- W2371505966 modified "2023-09-25" @default.
- W2371505966 title "Accurate and Efficient Dynamic Interventions Discovery" @default.
- W2371505966 hasPublicationYear "2011" @default.
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