The goal of the AIA 2017 special session is to create a forum for gather research scientific works related to artificial intelligence in different forms. The issues that are  related to this session are connected with  decision support systems,ensemble of classifiers, cluster analysis and rough sets. This meeting offers  also an opportunity to exchange of experiences in applications of considered topics in different fields, for example, medicine, economics, business, etc.