Constraining and summarizing optimal risk and preventive patterns in medical data
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(Published version)
Date
2010
Authors
Zhang, F.
He, S.
Li, J.
Lei, S.
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Conference paper
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2010 4th International Conference on Bioinformatics and Biomedical Engineering, 2010, iss.5514758, pp.1-4
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2010 4th International Conference on Bioinformatics and Biomedical Engineering (18 Jun 2010 - 20 Jun 2010 : Chengdu, China)
Abstract
In this paper, we propose a method to constrain and summarize optimal risk and preventive patterns in medical data using risk and preventive set with weight (RPSW) algorithm. The proposed method was tested by two benchmark medical data sets. The experiments show that the number of attribute-value items of the constraints was significant reduced and the results are understandable and intuitive.
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Copyright 2010 IEEE