CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densities

Ye Zhu, Kai Ming Ting, Mark Carman +1

The problem of inhomogeneous cluster densities has been a long-standing issue for distance-based and density-based algorithms in clustering and anomaly detection. These algorithms…