| 近邻半监督聚类算法的MATLAB实现 |
| |
| 引用本文： | 向培素. 近邻半监督聚类算法的MATLAB实现[J]. 数字技术与应用, 2012, 0(8): 100-101 |
| |
| 作者姓名： | 向培素 |
| |
| 作者单位： | 西南民族大学电气信息工程学院 |
| |
| 基金项目： | “2012年度西南民族大学中央高校基本科研业务费专项项目”(12NZYQN05)的研究成果之一 |
| |
| 摘 要： | 本文提出了一种用Matlab实现近邻半监督聚类算法的实例,补充进入MATLAB工具箱,并使用该算法对三个UCI数据集进行聚类,并通过F-measure指标验证了该算法的有效性。
|
| 关 键 词： | 聚类算法 近邻传播 半监督近邻传播 Matlab |
The MATLAB Program Designing of Semi-Supervised Clustering Based on Affinity Propagation Algorithm |
| |
| Xiang Peisu. The MATLAB Program Designing of Semi-Supervised Clustering Based on Affinity Propagation Algorithm[J]. Digital Technology & Application, 2012, 0(8): 100-101 |
| |
| Authors: | Xiang Peisu |
| |
| Affiliation: | Xiang Peisu School of Electrical and Information Engineering,Southwest University for Nationalities,Chengdu,Sichuan,610041,China |
| |
| Abstract: | The paper proposed a MATLAB programming of Semi-Supervised Clustering Based on Affinity Propagation Algorithm and joined to the toolbox of MATLAB.The F-measure get from Simulating experiments on three UCI datasets show that the program is valid. |
| |
| Keywords: | Clustering algorithm AP SAP MATLAB |
| 本文献已被 CNKI 等数据库收录！ |
