Streaming Hierarchical Clustering Based on Point-Set Kernel

Xin Han, Ye Zhu, Kai Ming Ting, De-Chuan Zhan, Gang Li

Abstract: Hierarchical clustering produces a cluster tree with different granularities. As a result, hierarchical clustering provides richer information and insight into a dataset than partitioning clustering. However, hierarchical clustering algorithms often have two weaknesses: scalability and the cap...

External IDs:doi:10.21203/rs.3.rs-1711503/v1