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Singular-Value-Based Cluster Number Detection Method

  • 【作者】Yating Li,Jianghui Cai,Haifeng Yang,Jie Wang,Chenhui Shi,Bo Liang,Xujun Zhao,Yaling Xun
  • 【刊名】Mathematics
  • 【作者单位】1School of Electronic Information Engineering, Taiyuan University of Science and Technology (TYUST), Taiyuan 030024, China;2School of Computer Science and Technology, Taiyuan University of Science and Technology (TYUST), Taiyuan 030024, China;3School of Computer Science and Technology, Taiyuan Normal University (TYNU), Jinzhong 030619, China
  • 【年份】2025
  • 【卷号】Vol.13 No.3
  • 【页码】527
  • 【关键词】cluster number singular value DPC sigmoid function cumulative contribution rate 
  • 【摘要】 The cluster number can directly affect the clustering effect and its application in real-world scenarios. Its determination is one of the key issues in cluster analysis. According to singular value decomposition , the characteristic directions of lar...
  • 【文献类型】 期刊
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