Rodríguez González, Juan TinguaroVitoriano Villanueva, BegoñaMontero De Juan, Francisco JavierPasi, G.Montero De Juan, Francisco JavierCiucci, D.2023-06-192023-06-192013-08Rodriguez, J.T., Vitoriano, B., Montero, J.: Fuzzy Dissimilarity-Based Classification for Disaster Initial Assessment. En: Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology. Atlantis Press, Milan, Italy (2013)978-90786-77-78-910.2991/eusflat.2013.68https://hdl.handle.net/20.500.14352/35668Conference: 8th Conference of the European-Society-for-Fuzzy-Logic-and-Technology (EUSFLAT) Location: Univ Milano Bicocca, Milan, ITALY Date: SEP 11-13, 2013 Sponsor(s): European Soc Fuzzy Log & Technol; Dept Informat, Syst & Commun; Banca Popolare SondrioA correct initial assessment of disaster consequences is crucial for an adequate decision-making in disaster and emergency management. However, such an initial assessment needs to be correct, but not necessarily fully precise, and thus it can be associated with a fuzzy classification problem in which the set of classes presents a relevant structure. This paper proposes the consideration of a dissimilarity operator in order to introduce such a structure in the classifier's learning and reasoning procedures, leading to an improvement in the classifiers adaptation to the disaster management context features and decision making requirements.engbook parthttps//doi.org/10.2991/eusflat.2013.68http://www.atlantis-press.com/php/pub.php?publication=eusflat-13&frame=http%3A//www.atlantis-press.com/php/paper-details.php%3Ffrom%3Dauthor+index%26id%3D8430%26querystr%3Dauthorstr%253DRopen access519.8Fuzzy rule based classification systemsDisaster managementDissimilarityInvestigación operativa (Matemáticas)1207 Investigación Operativa