CoLiTec Software for the Astronomical Data Sets Processing

Abstract

Nowadays, quick technological progress provokes creation of a big amount of the information that can be fed in different forms. There are a lot of different fields of science that use high dimensional data sets to analyze them in their researching. So, we need the data pre-processing methods and data reduction models to simplify input data sets by reducing unnecessary information. The paper deals with an approach of CoLiTec (Collection Light Technology) software to process in automated mode the different types of astronomical information which is fed online in the form of data sets or streams. Also the benefits of an usage of the OnLine Data Analysis System (OLDAS) was described. OLDAS helps with solving of the following Data Mining problems, such as clustering, classification and identification.

Original document

The different versions of the original document can be found in:

• http://ena.lp.edu.ua:8080/handle/ntb/52496

• http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=8478504,

http://xplorestaging.ieee.org/ielx7/8467553/8478415/08478504.pdf?arnumber=8478504,

https://academic.microsoft.com/#/detail/2895198704

• http://xplorestaging.ieee.org/ielx7/8467553/8478415/08478504.pdf?arnumber=8478504,

http://dx.doi.org/10.1109/dsmp.2018.8478504