VISUAL ANALYTICS AND COGNITIVE METHODS FOR PROCESSING AND ANALYSIS OF HETEROGENEOUS DATA IN MULTI-SENSOR SYSTEMS: ISSUES AND TRENDS
Alena A. Zakharova, Aleksandr G. Podvesovskii, Dmitrii G. Lagerev
Keldysh Institute of Applied Mathematics, Russian Academy of Sciences, Bryansk State Technical University
The article deals with problem of heterogeneous multivariate data analysis in multi-sensor systems. The structure of data analysis process in various levels of their representation is described, and the role of visual analytics and cognitive modeling as a basis for its realization is discussed. A review of present methods of visual analytics and cognitive modeling is provided, and the actual lines of development of these approaches are specified.
data analysis, heterogeneous data, multi-sensor systems, visualization, visual analytics, cognitive modeling