<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Evelpidou, N.</style></author><author><style face="normal" font="default" size="100%">Gournelos, Th.</style></author><author><style face="normal" font="default" size="100%">Karkani, A.</style></author><author><style face="normal" font="default" size="100%">Kardara, E.</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Developing a neuro-fuzzy system to classify drainage sub-basins according to erosion processes on the Island of Lefkas, Greece.</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year></dates><publisher><style face="normal" font="default" size="100%">Revista de Geomorphologie</style></publisher><volume><style face="normal" font="default" size="100%">20</style></volume><pages><style face="normal" font="default" size="100%">79-89</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;In this paper we attempt to classify drainage sub-basins according to their erosion risk. We have adopted a multi-step procedure to face this problem. The input variables were introduced into a GIS platform. These variables are the vulnerability of the surface rocks to erosion, slope gradient, vegetation cover and land use and drainage basin characteristics. We then constructed a fuzzy inference mechanism to pre-process the input variables. Next we used neural-network technology to process the input variables. The above system was trained to ‘learn’and classify the input data. The output of this procedure was a classification of the sub-drainage basins related to their risk of erosion. This neuro-fuzzy system was applied to the island of Lefkas (Greece).&lt;/p&gt;</style></abstract></record></records></xml>