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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】1 School of Computer Science and Technology, Taiyuan University of Science and Technology, No.66 WaLiu Road, Taiyuan, 030024, ShanXi, China; 2 School of Computer Science and Technology, Taiyuan Normal University, No.319 University Road, YuCi, 030619, ShanXi, China; 3 North University of China, No. 3 XueYuan Road, Taiyuan, 030051, ShanXi, China
  • 【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
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