Centre for Financial Research & Data Analytics

Publications

Article

Decoding Russian stock market trends through ensemble methods and sentiment analysis of social media

Teplova T., Fayzulin M.

Annals of Operations Research. 2025. Vol. 353. P. 1123-1172.

Article

Early warning system for Russian stock market crises: TCN-LSTM-Attention model using imbalanced data and attention mechanism

Teplova T., Fayzulin M., Kurkin A.

Socio-Economic Planning Sciences. 2025. No. 101.

All publications

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The purpose of the Сentre's research is the development of modern methods and models of data analysis, including the use of artificial intelligence, through empirical research on the objects of financial markets.