%0 Journal Article %A Sergey A. Burikov and Tatiana A. Dolenko and Kirill A. Gushchin and Sergey A. Dolenko %D 2014 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 94, 2014 %T Kohonen Self-Organizing Maps as a New Method for Determination of Salt Composition of Multi-Component Solutions %U https://publications.waset.org/pdf/9999554 %V 94 %X The paper presents the results of clusterization by Kohonen self-organizing maps (SOM) applied for analysis of array of Raman spectra of multi-component solutions of inorganic salts, for determination of types of salts present in the solution. It is demonstrated that use of SOM is a promising method for solution of clusterization and classification problems in spectroscopy of multicomponent objects, as attributing a pattern to some cluster may be used for recognition of component composition of the object. %P 1130 - 1134