| 模糊神经网络在商业规则数据挖掘中的应用* |
| |
| 引用本文： | 冯征.模糊神经网络在商业规则数据挖掘中的应用*[J].计算机应用研究,2006,23(12):263-264. |
| |
| 作者姓名： | 冯征 |
| |
| 作者单位： | 天津大学,管理学院,天津,300072 |
| |
| 摘 要： | 利用模糊系统对规则提取的优势弥补了神经网络可解释性差的缺点,并使用模糊神经网络来进行商业规则数据挖掘。通过建立模糊神经网络对训练好的网络进行剪裁,最后提取模糊商业规则，说明了商业规则数据挖掘的全过程,并对其中重点算法进行了描述和改进。给出的实例证明了该方法的有效性。
|
| 关 键 词： | 模糊神经网络 规则提取 数据挖掘 数据集 |
| 文章编号： | 1001-3695（2006）12-0263-02 |
| 收稿时间： | 2005-07-18 |
| 修稿时间： | 2005-07-182006-03-02 |
Application of Fuzzy Neural Networks in Business Rule Data Mining |
| |
| FENG Zheng.Application of Fuzzy Neural Networks in Business Rule Data Mining[J].Application Research of Computers,2006,23(12):263-264. |
| |
| Authors: | FENG Zheng |
| |
| Affiliation: | (College of Management, Tianjin University, Tianjin 300072, China) |
| |
| Abstract: | By the advantage of fuzzy system in rule extraction, fuzzy neural networks make up the disadvantage of neural networks. We make use of fuzzy neural networks to mine business rule. The whole process of data mining includes building fuzzy neural networks, net pruning and rule extraction is introduced. The important algorithms have been given and improved. Finally, an instance is given to prove the validity of the method. |
| |
| Keywords: | Fuzzy Neural Networks Rule Extraction Data Mining Data Set |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《计算机应用研究》浏览原始摘要信息 |
|
点击此处可从《计算机应用研究》下载全文 |
|
