3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2023
PaVa: a novel Path-based Valley-seeking clustering algorithm
Lin Ma, Conan Liu, Tiefeng Ma +1
Clustering methods are being applied to a wider range of scenarios involving more complex datasets, where the shapes of clusters tend to be arbitrary. In this paper, we propose a n…
cs.DB2022★ 3 cited
GriT-DBSCAN: A Spatial Clustering Algorithm for Very Large Databases
Xiaogang Huang, Tiefeng Ma, Conan Liu +1
DBSCAN is a fundamental spatial clustering algorithm with numerous practical applications. However, a bottleneck of the algorithm is in the worst case, the run time complexity is $…