| 直觉模糊关联规则挖掘及算法研究 |
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| 引用本文： | 樊雷,雷英杰.直觉模糊关联规则挖掘及算法研究[J].计算机工程与设计,2008,29(5):1184-1187. |
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| 作者姓名： | 樊雷 雷英杰 |
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| 作者单位： | 空军工程大学,导弹学院,陕西,咸阳,713800 |
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| 摘 要： | 针对关联规则挖掘中连续属性离散化时的"尖锐边界"问题,提出了一种用直觉模糊集合理论来改进关联规则挖掘的方法,定义了直觉模糊非支持度和非置信度的概念,阐述了"支持度-非支持度-置信度-非置信度"的关联规则挖掘度量机制.描述了直觉模糊关联规则挖掘的基本原理和算法,并给出了算法的基本步骤,最后用实例验证了此算法的有效性.
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| 关 键 词： | 数据挖掘 直觉模糊集 频繁项目集 支持度 置信度 直觉模糊关联规则 直觉模糊关联规则挖掘算法 |
| 文章编号： | 1000-7024(2008)05-1184-04 |
| 修稿时间： | 2007年4月19日 |
Algorithm of mining intuitionistic fuzzy associate rules |
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| FAN Lei,LEI Ying-jie.Algorithm of mining intuitionistic fuzzy associate rules[J].Computer Engineering and Design,2008,29(5):1184-1187. |
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| Authors: | FAN Lei LEI Ying-jie |
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| Affiliation: | FAN Lei,LEI Ying-jie(Missile Institute,Air Force Engineering University,Xianyang 713800,China) |
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| Abstract: | The technology of mining intuitionistic fuzzy associate rules is described to the problem of sharp boundary in consecutive at-tributes dispersing.The conceptions related the technology is described and the conceptions of intuitionistic fuzzy nonsupport and non-confidence are presented.The metric mechanism of support-nonsupport-confidence-nonconfidence is introduced.The basic principles of intuitionistic fuzzy associate rules is described,and an algorithm of mining intuitionistic fuzzy associate rules is giv... |
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| Keywords: | data mining intuitionistic fuzzy sets frenquent itemsets confidence support intuitionistic fuzzy associate rules algorithm of mining intuitionistic fuzzy associate rules |
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