Applying Data Mining Methods in Analysis of Structural Relationships in the System of Random Processes
The aim of this paper is to present the possibilities of applying data mining techniques to the problem of the structural relationships analysis in the system of stationary random processes. In this paper, we will define the basic problem areas of analysis of structural relationships and we will show how to solve these problems by the methods of data mining. Individual solutions to selected problem areas will be demonstrated on a model which was designed in MATLAB. In the experiment, we will identify the existence and the nature of the process relationships in the system of stationary random processes based on the results of analyses.