Recently, the use of microtremor techniques for subsoil investigation has increased significantly. The HVSR (Horizontal to Vertical Spectral Ratio) technique allows, in many cases, obtain a seismo-stratigraphic reconstruction and identify areas with similar seismic behavior. However, stratigraphic interpretation peaks still remains subjective choice linked priori information. A non-hierarchical...