Image segmentation / fuzzy classification in BioClass (example)

ONLINE !!! You can try Demo WPF version on http://eco-con.net/DSS.htm. v.todiras@yahoo.com 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 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. An essential part of forming membership functions is the input space partitioning. Membership measures the degree of similarity of an element to the Class.