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作者:

Xu, Yu-Hui (Xu, Yu-Hui.) | Jiang, Wei-Jin (Jiang, Wei-Jin.) | Xu, Yu-Sheng (Xu, Yu-Sheng.)

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摘要:

Analysis of how to extract medical diagnosis rules from medical cases. Based on the rough set theory, a way of acquiring knowledge is introduced. Using this theory, we analyze the data, propose some possible rules and reveal an optimized probability formula. The steps of implementation, which includes the continual information discretization system, information reduction system, decision acquirement rules, decision model generation, etc., are explained through case study. In the end, the whole process of knowledge acquirement is discussed, which can effectively solve the choke point problem of acquiring knowledge in the expert system. At the same time, it also provides a new way to solve the application of artificial intelligence technology in the field of medicinal diagnosis. ©2005 IEEE.

关键词:

Optimization Set theory Diagnosis Mathematical models Decision making Probability

作者机构:

  • [ 1 ] [Xu, Yu-Hui]Department of Information and Computing Science, Zhuzhou Institute of Technology, Zhuzhou 412008, China
  • [ 2 ] [Jiang, Wei-Jin]Department of Computer, Zhuzhou Institute of Technology, Zhuzhou 412008, China
  • [ 3 ] [Xu, Yu-Sheng]College of Mechanical Engineering and Applied Electronics, Beijing University of Technology, Beijing 100022, China

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年份: 2005

页码: 3713-3718

语种: 英文

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