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Integration of Data Mining Tools in the Infrastructure of Virtual Observatory.
| Author(s): | Mamardashvili N.A., Patrakova M.E., Vovchenko А.Е., Malkov O.Y., Kalinichenko L.A. |
| Created: | 2007/10/15 |
| Published: | Proc. of the Ninth Russian Conference on Digital Libraries RCDL'2007. -- Pereslavl-Zalesskij: Pereslavl University, 2007. -- P. 112--122. (In Russian) |
| Abstract: | |
| Data Mining methods are used in different fields of science, including astronomy, as the means to help obtain new knowledge and make scientific discoveries. The importance of incorporation of means for the solution of astronomical problems by Data Mining methods into the virtual observatories is discussed. Existing approaches are examined, preferences are given to the application of the algorithmic ensembles, the respective architecture (Ensembled Weka) of incorporation of the Weka Data Mining system into the infrastructure of virtual observatory is proposed. |
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