Improvement of Subspace Clustering Based on Differential Evolution
2021 IEEE 4th International Conference on Computer and Communication Engineering Technology (CCET)（2021）
摘要
The Subspace Clustering Algorithm Based on Differential Evolution (DESC) performs well among the subspace clustering algorithms of global search. But the fixed number of iterations used may cause the algorithm to terminate when it does not converge or lead to overfitting. The improved algorithm proposed in this paper replaces the mutation operators of the DESC and uses the smoothness of the change...
更多查看译文
关键词
soft subspace clustering,differential evolution,overfitting,adaptive termination
AI 理解论文
溯源树
样例
生成溯源树，研究论文发展脉络
Chat Paper
正在生成论文摘要