25 citations · 78 across the 6 of their papers we have counts for
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cs.LG2020★ 25 cited
The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms
Xin Han, Ye Zhu, Kai Ming Ting +1
Agglomerative hierarchical clustering (AHC) is one of the popular clustering approaches. Existing AHC methods, which are based on a distance measure, have one key issue: it has dif…
cs.LG2020
Point-Set Kernel Clustering
Kai Ming Ting, Jonathan R. Wells, Ye Zhu
Measuring similarity between two objects is the core operation in existing clustering algorithms in grouping similar objects into clusters. This paper introduces a new similarity m…