Adaptation of principal component analysis to financial monitoring tasks
Автор: Denisenko Andrey, Krylov Grigory, Kornev Ivan
Журнал: Известия Самарского научного центра Российской академии наук @izvestiya-ssc
Рубрика: Перспективные информационные технологии
Статья в выпуске: 2-5 т.17, 2015 года.
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National economics needs well-timed reacting and situation monitoring for effective growing. Objective characteristics of prototype system may help in an evaluation task of effectivity of acceptable economical and legislative measures. The ranking of objects (companies) according to their business activity will allow to choose and carry out monitoring of dynamics of their changing. The process and results of the principal component analysis of data on financial streams of companies and affiliated with them organisations in separate sector of economy are investigated and the ranking evaluations of activity in economic sectors are synthesized in this work. The results have been integrated into the process of visual-net analysis of economical sector.
Principal component analysis, anti-money laundering, management in social economic systems, national economic security, factor analysis, financial monitoring
Короткий адрес: https://sciup.org/148203716
IDR: 148203716