CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densitiescs.LG
CDF transform-and-shift homogenizes cluster densities for better clustering.
problem Inhomogeneous cluster densities bias algorithms towards dense clusters.
method Apply a Cumulative Distribution Function (CDF) transform-and-shift method to homogenize cluster densities.
result The method outperforms existing solutions in clustering and anomaly detection.