Big Astronomical Datasets and Discovery of New Celestial Bodies in the Solar System in Automated Mode by the CoLiTec Software

Abstract Modern astronomical systems and telescopes allow taking a lot of frames of considerable sky area in one night. This is a big amount of the raw data sets that should be processed. The main goal of this can be achieved using the Data Mining approach. This approach is provided by the CoLiTec software that allows processing of input data sets or streams in real time. This is a complex system for the astronomical data processing, which was created by the CoLiTec project ( http://neoastrosoft.com ). This system includes features, user-friendly tools for processing control, results reviewing, integration with online catalogs and a lot of different computational modules that are based on the developed methods.