nDistance-based clustering cannot uncover some characteristics of the dataset.
nFractal methods can simplify and improve the quality of characterization.
nReduce the number of attributes and tuples to be considered.
nReveals relevant correlations among attributes.
nImprove the quality of clusters, leading to meaningful interpretation of the dataset.