| 基于混合正态核函数的蚂蚁矿工算法 |
| |
| 引用本文： | 赵阳,陆静.基于混合正态核函数的蚂蚁矿工算法[J].河南科学,2010,28(8):992-996. |
| |
| 作者姓名： | 赵阳 陆静 |
| |
| 作者单位： | 南京农业大学,工学院,南京,210031 |
| |
| 基金项目： | 国家自然科学基金，南京农业大学青年创新基金 |
| |
| 摘 要： | 为了提高蚂蚁矿工算法处理连续属性的性能,采用混合正态核函数处理连续属性,使蚂蚁矿工算法能够处理具有连续与离散混合域的数据集.通过分析表明,混合域蚂蚁矿工算法有更高的准确率,能产生更简洁的规则.
|
| 关 键 词： | 蚂蚁矿工算法 规则发现 混合正态核函数 数据集 |
Ant-Miner Based on Mixture of Normal Kernel Functions |
| |
| Zhao Yang,Lu Jing.Ant-Miner Based on Mixture of Normal Kernel Functions[J].Henan Science,2010,28(8):992-996. |
| |
| Authors: | Zhao Yang Lu Jing |
| |
| Institution: | (College of Engineering,Nanjing Agricultural University,Nanjing 210031,China) |
| |
| Abstract: | The objective is to improve Ant-miner so that it can process with continuous attributes directly using multi modal functions.Mixture of normal kernel PDFs is applied to discover rule sets for mixed variables in a data set.Ant-miner for mixed variables is discussed.The results provide evidence that the accuracy of Ant-Miner for mixed variables is competitive with Ant-Miner and generates simpler rule. |
| |
| Keywords: | Ant-Miner algorithm rule discovery mixture of normal kernel functions dataset |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
