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| 信息系统相容性和属性约简理论 | |
| 引用本文： | 廖建文,陈文伟.信息系统相容性和属性约简理论[J].应用科技,2012(3):51-55,60. |
| 作者姓名： | 廖建文 陈文伟 |
| 作者单位： | 1. 广州科技贸易职业学院,广东广州511442 2. 海军兵种指挥学院三系,广东广州510431 3. 国防科学技术大学 C4ISR 技术国防科技重点实验室,湖南长沙410073 |
| 基金项目： | 国家自然科学基金资助项目(70671031) |
| 摘 要： | 属性约简贯穿知识发现的整个过程,对知识发现的结果和精度都有很大影响.以信息理论为基础,提出了信息系统相容性和属性约简若干严格的数学概念,对信息系统的条件属性进行了严密的分类,且给出了一些判别法则,以及信息系统相容性判别算法和具有线性计算复杂度求极小属性约简的算法. |
| 关 键 词： | 信息系统 相容性 属性约简 极小属性约简 |
Information system compatibility and attribute reduction theory |
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| LIAO Jianwen,CHEN Wenwei.Information system compatibility and attribute reduction theory[J].Applied Science and Technology,2012(3):51-55,60. | |
| Authors: | LIAO Jianwen CHEN Wenwei |
| Institution: | 2,3 1.Guangzhou Vocational College of Technology & Business,Guangzhou 511442,China 2.The 3rd Department,Naval Command College,Guangzhou 510431,China 2.C4ISR Technology National Defense Technology Key Laboratory,National University of Defense Technology,Changsha 410073,China |
| Abstract: | Attribute reduction runs through the whole process of knowledge descovery.It has a great effect on both the outcome and accuracy of knowledge discovery.Some strict mathematical concepts,such as information system compatibility and attribute reduction is proposed based on information theory,and conditional attributes of information systems are categorized.Moreover,This paper gives a few discriminant criteria,discriminant algorithms of system information compatibility and algorithms whose linear computation cost differentiates from minimal attribute reduction. |
| Keywords: | information systems compatibility attribute reduction minimal attribute reduction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |