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Research of Attribute Reduction Algorithm of Decision Table Based on Rough Set

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成果类型:
会议论文
作者:
HUANG Yuying;YANG Qing;SHU Jiangbo
作者机构:
Department of Computer Science, Huazhong Normal University, Wuhan, 430079, China
语种:
英文
关键词:
Rough set;Attribute reduction;Weight;Domain reduction
年:
2008
页码:
1627-1630
会议名称:
The International Conference on Management of Technology(2008太原技术管理国际研讨会)
会议论文集名称:
The International Conference on Management of Technology(2008太原技术管理国际研讨会)论文集
会议时间:
2008-08-01
会议地点:
太原
会议赞助商:
山西省风险管理研究会<&wdkj&>山西财经大学
机构署名:
本校为第一机构
院系归属:
计算机学院
摘要:
Based on the theory of the rough sets, this paper comprehensively considered the degree of the impact of each value of the condition attribute to decision attribute, and sum up these impacts as the weight of the attribute, then adopt the weight as the heuristic function to weight the significance of attribute. On the basis of this, an attribute reduction algorithm based on weight has been constructed by using the method of reducing domain step by step. This algorithm has been applied in information management systems of Wuhan City KANG Long Yi-jun health examination centers. With the horizonta...

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