Dissimilarity Clustering by Hierarchical Multi-Level Refinement

Brieuc Conan-Guez, Fabrice Rossi

We introduce in this paper a new way of optimizing the natural extension of the quantization error using in k-means clustering to dissimilarity data. The proposed method is based o…