Enabling DBSCAN for Very Large-Scale High-Dimensional Spaces

Yongyu Wang

DBSCAN is one of the most important non-parametric unsupervised data analysis tools. By applying DBSCAN to a dataset, two key analytical results can be obtained: (1) clustering dat…