Classless Logical Regularities and Outliers Detection

Abstract

The paper defines classless logical regularities in a similar way to widely known logical regularities of classes. The main reason of their introduction is unsupervised outlier detection in the areas where main part of available data represents normal situation and outliers are rare and different from each other. The substantiation and formal definition is followed by the method for their search and a real world example.