DSpace Repository

Browsing by Subject "financial time series"

Browsing by Subject "financial time series"

Sort by: Order: Results:

  • Forecasting of Cryptocurrency Prices Using Machine Learning 
    Derbentsev, Vasily; Matviychuk, Andriy; Соловйов, Володимир Миколайович (Springer, 2020-07-30)
    Our study is devoted to the problems of the short-term forecasting cryptocurrency time series using machine learning (ML) approach. Focus on studying of the financial time series allows to analyze the methodological ...
  • Machine learning approaches for financial time series forecasting 
    Derbentsev, Vasily; Matviychuk, Andriy; Datsenko, Nataliia; Bezkorovainyi, Vitalii; Azaryan, Albert (CEUR Workshop Proceedings, 2020-10-26)
    This paper is discusses the problems of the short-term forecasting of financial time series using supervised machine learning (ML) approach. For this goal, we applied several the most powerful methods including Support ...