|
Scientific Visualization
| Issue Year: | 2014 |
| Quarter: | 4 |
| Volume: | 6 |
| Number: | 4 |
| Pages: | 30-49 |
|
| Article Name: |
DEVELOPMENT OF A SYSTEM FOR ANALYZING OF MULTIDIMENSIONAL DATA |
| Authors: |
O.P. Maslennikov (Russian Federation), I.E. Milman (Russian Federation), A.E. Safiulin (Russian Federation), A.E. Bondarev (Russian Federation), Sh.U. Nizametdinov (Russian Federation), V.V. Pilyugin (Russian Federation) |
| |
The paper is recommended by program committee of 24th International Conference on Computer Graphics and Vision GraphiCon’2014. |
| Address: |
O.P. Maslennikov
maslolpavl@gmail.com
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
I.E. Milman
igalush@gmail.com
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
A.E. Safiulin
amir147@rambler.ru
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
A.E. Bondarev
bond@keldysh.ru
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
Sh.U. Nizametdinov
sh_nizam@mail.ru
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation
V.V. Pilyugin
VVPilyugin@mephi.ru
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute), Moscow, Russian Federation |
| Abstract: |
This paper is devoted to the development of a system for analyzing of multidimensional data using visualization method. Visual analytics provides convenient tools for solving problems of multidimensional data and this paper presents some tools for solving problems of clustering, discriminant analyzing and for analyzing the form of clusters using visual method. Developed system can display multidimensional cloud of data and allows the user to analyze it in a lower-dimensional space (2D and 3D), propose and test various hypotheses about the original data, with possibility of making assumptions for using calculating techniques, using geometric constructions in interactive mode. |
| Language: |
Russian |
|
|
|
