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一种新型知识约简法在数据挖掘中的应用

The Application of A New Knowledge Reduction in Data Mining
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摘要 数据挖掘是一门新兴技术。在数据提取中如何去除冗余数据是数据挖掘研究的重点之一。在研究粗糙集理论的基础上,将属性约简法应用到数据挖掘的知识约简中,可有效地删除冗余数据,并能取得较好的约简结果。 Data Mining is a new technology in this information time. How to rel ease redundant data in the procedure of data acquisition is one of important stu dy object in data mining. In this paper the method of attribute reduction is use d in knowledge reduction of data mining based on rough set. The result shows the method can delete the redundant data efficiently and achieve the better reducti on.
出处 《科技情报开发与经济》 2004年第9期177-178,共2页 Sci-Tech Information Development & Economy
关键词 数据挖掘 粗糙集 知识约简 属性约简 data mining rough set knowledge reduction attribute reduction
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  • 1Pawlak Z. Rough sets: International journal of computer and information sciences[J]. 1982, 11:341-356.
  • 2Pawlak Z. Rough sets: Theoretical aspects of reasoning about data [M]. Boston, London, Dordrecht: Kluwer Acasemic Publishers. 1991.
  • 3Skowron A, Rauszer C. The discernibility matrices and functions in intormation systems[M]. Intellegent Dicision Support-Handbook of Applications and Advances of Rough Sets theory, Dorcdrecht, Kluwer: Acdemic Publishers, 1992.331-362.
  • 4Pawlak Z, Wong S K M, Ziarkow. Rough sets: Probabilistic versus deterministic approach [J]. Int J Man-Machine Studies, 1998,29:81-95.
  • 5Jelonek J, Krawiec K, Slowinski R. Roughset reduction of attributes and their domains for neural networks [J]. Inter J of Computational Intelligence, 1995,11 (2):339-347.
  • 6王黔英.基于Rongh集的分明矩阵及其在综合评价指标体系中的应用[J].南昌大学学报(理科版),1998,22(3):200-204. 被引量:1
  • 7苗夺谦,胡桂荣.知识约简的一种启发式算法[J].计算机研究与发展,1999,36(6):681-684. 被引量:507

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