wanghongjun
Research Associate
|
Supervisor of Master's Candidates
- Master Tutor
- Education Level:PhD graduate
- Degree:Doctor of engineering
- Business Address:犀浦3号教学楼31529
- Professional Title:Research Associate
- Alma Mater:四川大学
- Supervisor of Master's Candidates
- School/Department:计算机与人工智能学院
- Discipline:Electronic Information
Software Engineering
Computer Application Technology
Contact Information
- PostalAddress：
- Email：
- Paper Publications
基于链接的模糊聚类集成方法
- Impact Factor:1.206
- DOI number:10.3969/j.issn.1001-0548.2014.06.016
- Affiliation of Author(s):西南交通大学
- Journal:电子科技大学学报
- Place of Publication:四川省成都市
- Key Words:聚类集成；模糊聚类；链接；潜在信息
- Abstract:针对多数聚类集成方法忽视潜在信息或获取潜在信息方法复杂这一缺点,提出一种基于链接的模糊聚类集成方法。该算法首先利用模糊聚类算法建立集成信息矩阵,然后使用相应的链接方法将集成信息矩阵转化为反映数据相关性的权重图,最后运用图划分技术得到最终结果。实验结果表明,新提出的算法可以有效地获取潜在信息,同时提高聚类质量。
- Co-author:冯晨菲,jiazhen,wanghongjun
- First Author:Ellen
- Indexed by:Academic papers
- Document Code:5306697
- Discipline:Engineering
- First-Level Discipline:Computer Science and Technology
- Volume:43(06)
- Issue:2014
- Page Number:887-892
- ISSN No.:1001-054
- Translation or Not:no
- CN No.:51-1207/TN
- Date of Publication:2014-11-30