Search Results for author: Wen-Bo Xie

Found 2 papers, 1 papers with code

Hierarchical clustering by aggregating representatives in sub-minimum-spanning-trees

1 code implementation11 Nov 2021 Wen-Bo Xie, Zhen Liu, Jaideep Srivastava

One of the main challenges for hierarchical clustering is how to appropriately identify the representative points in the lower level of the cluster tree, which are going to be utilized as the roots in the higher level of the cluster tree for further aggregation.

Clustering

Hierarchical Clustering Supported by Reciprocal Nearest Neighbors

no code implementations9 Jul 2019 Wen-Bo Xie, Yan-Li Lee, Cong Wang, Duan-Bing Chen, Tao Zhou

Clustering is a fundamental analysis tool aiming at classifying data points into groups based on their similarity or distance.

Astronomy Clustering +1

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