Efimov, Kirill; Adamyan, Larisa; Spokoiny, Vladimir - 2018
This paper presents a new approach to non-parametric cluster analysis called Adaptive Weights Clustering (AWC). The … idea is to identify the clustering structure by checking at different points and for dierent scales on departure from local … homogeneity. The proposed procedure describes the clustering structure in terms of weights wij each of them measures the degree of …