Self-Organizing Maps (SOM) are a special form of Neural Networks that use unsupervised learning and auto …-classification of data. Therefore, SOM is a very flexible algorithm which is in particular well-suited to identify unexpected structures … in complex (and multidimensional) data sets. We use SOM in order to build feature-domain models, i.e. we rather focus on …