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Spatio-temporal multi-criteria classification system BioClass. You can try WPF version on http://eco-con.net/DSS.htm. v.todiras@yahoo.com Spatial resources allocation in BioClass Example: 1.Resources allocation based on initial data 2.Priority based resources allocation BioClass is a GIS tool designed to solve multiple-criteria classification and optimisation problems. We present a new classification system which is based on combining fuzzy logic and level set methods. The aim of BioClass is to introduce advances in Multi-objective Decision Making for real world problems In BioClass we joined the advantages of rough sets, crisp level sets and fuzzy sets methods to improve classification processes. Preference-Ordered Fuzzy Sets approach provide the degree to which two classes are related to each other. Preference-Ordered Fuzzy Sets approach is an extension of fuzzy set theory for Multi Criteria Decision Analysis and Evolutionary Optimization. In BioClass the representation of a fuzzy subset is described in terms of its crisp level sets. Manipulating the position of the points lets a user stretch and position a smooth curved line in the design of a graphic shape. An essential part of forming membership functions is the input space partitioning. Membership measures the degree of similarity of an element(pixel) to the Class.