Concepedia
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Publications
2
Citations
47
H-Index
Active since
2022
Affiliations
University of Warsaw(Current)
Krakow University of Economics
Jakub Michańków is an author at University of Warsaw specializing in asset pricing, predictive analytics, and forecasting.
Top concepts
FinanceEngineeringForecastingData ScienceAsset PricingMachine LearningPredictive AnalyticsBusinessEconomicsManagement
Publications per year
2022–2024
LSTM in Algorithmic Investment Strategies on BTC and S&P500 Index
Jakub Michańków, Paweł Sakowski, Robert Ślepaczuk · Sensors · 2022 · 31 citations · Full text
Engineering, Machine Learning, P500 Index +22
Mean Absolute Directional Loss as a new loss function for machine learning problems in algorithmic investment strategies
Jakub Michańków, Paweł Sakowski, Robert Ślepaczuk · Journal of Computational Science · 2024 · 16 citations · Full text
Mathematical Programming, Engineering, Machine Learning +21
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