29 citations · 69 across the 4 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.LG2018★ 28 cited
Hierarchical clustering that takes advantage of both density-peak and density-connectivity
Ye Zhu, Kai Ming Ting, Yuan Jin +1
This paper focuses on density-based clustering, particularly the Density Peak (DP) algorithm and the one based on density-connectivity DBSCAN; and proposes a new method which takes…