25 citations · 34 across the 3 of their papers we have counts for
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cs.LG2022★ 7 cited
Detecting Change Intervals with Isolation Distributional Kernel
Yang Cao, Ye Zhu, Kai Ming Ting +4
Detecting abrupt changes in data distribution is one of the most significant tasks in streaming data analysis. Although many unsupervised Change-Point Detection (CPD) methods have…
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…