Clustering Mixed Data by Fast Search and Find of Density Peaks

Liu Shihua; Zhou Bingzhong; Huang Decai; Shen Liangzhong

首页> 外文期刊>Mathematical Problems in Engineering >Clustering Mixed Data by Fast Search and Find of Density Peaks

【24h】

Clustering Mixed Data by Fast Search and Find of Density Peaks

机译：通过快速搜索和查找密度峰聚类混合数据

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Aiming at the mixed data composed of numerical and categorical attributes, a new unified dissimilarity metric is proposed, and based on that a new clustering algorithm is also proposed. The experiment result shows that this new method of clustering mixed data by fast search and find of density peaks is feasible and effective on the UCI datasets.

机译：针对由数值和分类属性组成的混合数据，提出了一种新的统一相异度量，并在此基础上提出了一种新的聚类算法。实验结果表明，这种通过快速搜索和发现密度峰对混合数据进行聚类的新方法在UCI数据集上是可行和有效的。

著录项

来源
《Mathematical Problems in Engineering》 |2017年第7期|5060842.1-5060842.7|共7页
作者
Liu Shihua; Zhou Bingzhong; Huang Decai; Shen Liangzhong;
展开▼
作者单位

Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou, Zhejiang, Peoples R China|Wenzhou Vocat & Tech Coll, Dept Informat Technol, Wenzhou, Peoples R China;

Wenzhou Vocat & Tech Coll, Dept Informat Technol, Wenzhou, Peoples R China;

Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou, Zhejiang, Peoples R China;

Wenzhou Business Coll, Sch Adm Off, Wenzhou, Peoples R China;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词

相似文献

外文文献
中文文献
专利

1. A fuzzy mixed data clustering algorithm by fast search and find of density peaks [J] . Li Ye, Chen Yiyan, Li Qun Intelligent data analysis . 2019,第SUPPLa期

机译：快速搜索并找到密度峰值的模糊混合数据聚类算法
2. A fuzzy mixed data clustering algorithm by fast search and find of density peaks [J] . Li Ye, Chen Yiyan, Li Qun Intelligent data analysis . 2019,第Suppla期

机译：快速搜索和查找密度峰的模糊混合数据聚类算法
3. An Improved Algorithm Based on Fast Search and Find of Density Peak Clustering for High-Dimensional Data [J] . Hui Du, Yiyang Ni, Zhihe Wang Wireless communications & mobile computing . 2021,第a期

机译：一种改进的基于快速搜索的算法和高维数据密度峰值聚类的算法
4. Automatically Selecting Cluster Centers in Clustering by Fast Search and Find of Density Peaks with Data Field [C] . You-Chen Shen, Hong Zhang International Conference on Information Systems Engineering . 2017

机译：通过快速搜索自动在聚类中选择集群中心，并使用数据字段查找密度峰值
5. Nowcasting of peak lightning density using geostationary satellite data and model simulations [D] . Saari, Matthew Dale William 2014

机译：使用地球静止卫星数据和模型模拟的峰值闪电密度的垂直
6. Clustering by fast search and merge of local density peaks for gene expression microarray data [O] . Rashid Mehmood, Saeed El-Ashram, Rongfang Bie, -1

机译：通过快速搜索和合并局部密度峰进行聚类以获得基因表达微阵列数据
7. Extended fast search clustering algorithm: widely density clusters, no density peaks [O] . Zhang, Wenkai, Li, Jing 2015

机译：扩展的快速搜索聚类算法：广泛的密度聚类，没有密度峰值

Clustering Mixed Data by Fast Search and Find of Density Peaks

摘要

著录项

相似文献

相关主题

期刊订阅