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<p><strong>Abstract.</strong> In this paper we suggest the use of diffusion-neural-networks, (neural networks with intrinsic fuzzy logic abilities) to assess the relationship between isoseismal area and earthquake magnitude for the region of Greece. It is of particular importance to study historical earthquakes for which we often have macroseismic information in the form of isoseisms but it is statistically incomplete to assess magnitudes from an isoseismal area or to train conventionaldoi:10.5194/nhess-12-37-2012 fatcat:2vfwtvcwnrf3fgjzo67rvoxdze