Statistics
Publications
5
Citations
448
H-Index
5
Active since
2011
Affiliations
Huaiyin Institute of Technology(Current)
Suqun Cao is an author at Huaiyin Institute of Technology specializing in engineering, data science, and pattern recognition.
Publications per year
2011–2021
5
5
Fuzzy Fisher Criterion Based Semi-Fuzzy Clustering Algorithm
Suqun Cao, Shitong Wang, Xiaofeng Chen et al. · JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY · 2011 · 11 citations · Full text
该文针对线性可分数据提出一种鲁棒的基于模糊Fisher准则的半模糊聚类算法ffc-sfca。ffc-sfca通过模糊化散布矩阵,将模糊理论引入fisher判别方法,通过对模糊fisher准则函数迭代优化实现聚类。ffc-sfca的优势在于具有很好的鲁棒性且可以获得可分性好的聚类结果,同时,可以求得最优鉴别矢量和分类阈值。实验证实了ffc-sfca的有效性以及对两个常规聚类算法的优越性。 关键词, Fuzzy Logic, Derivatives +9
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