@article{(Open Science Index):https://publications.waset.org/pdf/9999554, title = {Kohonen Self-Organizing Maps as a New Method for Determination of Salt Composition of Multi-Component Solutions}, author = {Sergey A. Burikov and Tatiana A. Dolenko and Kirill A. Gushchin and Sergey A. Dolenko}, country = {}, institution = {}, abstract = {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. }, journal = {International Journal of Computer and Information Engineering}, volume = {8}, number = {10}, year = {2014}, pages = {1130 - 1134}, ee = {https://publications.waset.org/pdf/9999554}, url = {https://publications.waset.org/vol/94}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 94, 2014}, }