Abstract
Conference Title: 2014 International Joint Conference on Neural Networks (IJCNN) Conference Start Date: 2014, July 6 Conference End Date: 2014, July 11 Conference Location: Beijing, China The task of identifying native and foreign elements and rejecting foreign ones in the pattern recognition problem is discussed in this paper. Such the task is a nonstandard aspect of pattern recognition, which is rarely present in research. In this paper, ensembles of support vector machines solving two-classes and one-class problems are employed as classification tools and as basic tools for rejecting of foreign elements. Evaluation of quality of classification and rejection methods are proposed in the paper and finally some experiments are performed in order to illustrate acquainted terms and methods. [PUBLICATION ABSTRACT]