Document
检索banner
高级检索 在检索结果中检索
全部字段 题名 作者 关键词 摘要

Grid-DPC: Improved density peaks clustering based on spatial grid walk

  • 【作者】Bo Liang,JiangHui Cai,HaiFeng Yang
  • 【刊名】Applied Intelligence
  • 【作者单位】1School of Computer Science and Technology, Taiyuan University of Science and Technology, No.66 WaLiu Road, 030024, Taiyuan, ShanXi, China;2School of Computer Science and Technology, Taiyuan Normal University, No.319 University Road, 030619, YuCi, ShanXi, China;3North University of China, No. 3 XueYuan Road, 030051, Taiyuan, ShanXi, China
  • 【年份】2023
  • 【卷号】Vol.53 No.3
  • 【页码】3221-3239
  • 【ISSN】0924-669X
  • 【关键词】Density peak clustering Spatial grid walk Cluster density peaks hunting 
  • 【摘要】 Traditional clustering methods need to find the initial centers first. A reasonable cluster center can improve the efficiency and accuracy of the algorithm. However, finding centers is not an easy task. It often needs much calculation and easily fall...
  • 【文献类型】 期刊
进入发现系统查看更多信息
页脚