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Using Machine Learning for Short-term Capital Investment in the Polish Stock Market

Open Access
|Mar 2024

References

  1. Anghel, G. D. I. (2015). Stock Market Efficiency and the MACD. Evidence from Countries around the World. Procedia Economics and Finance, 32, 1414–1431.
  2. Czekaj, J., Woś, M., & Żarnowski, J. (2001). The efficiency of the stock market in Poland. From the perspective of a decade. Warsaw: PWN Publishing House.
  3. Elder, A. (1993). Trading for a Living. Psychology. Trading Tactics. Money Management. New York: John Wiley & Sons Inc.
  4. Fernandes, R. A. S., & Mallqui Dennys, C. A. (2019). Predicting the direction, maximum, minimum and closing prices of daily Bitcoin exchange rate using machine learning techniques. Applied Soft Computing, 75.
  5. Szyszka, A. (2003). Efficiency of the Warsaw Stock Exchange compared to mature markets. Poznań: Wydawnictwo Akademii Ekonomicznej w Poznaniu.
  6. Rutkowski, L. (2005). Artificial intelligence methods and techniques. Computational intelligence. Warsaw: Polish Scientific Publishers PWN.
  7. Stephenson, D. (2020). Big Data, data science and AI without secrets. Gliwice: Helion Publishing House.
  8. Tarczyński, W. (2001). Capital markets – quantitative methods, vol. I. Warsaw: Placet, 2nd edn.
  9. Torres, E. P., Hernández‑Álvarez, M., Torres Hernández, E. A., & Yoo, S. G. (2019). Stock Market Data Prediction Using Machine Learning Techniques. In Rocha, Á., Ferrás, C., & Paredes, M. (Eds.), Information Technology and Systems. ICITS 2019. Advances in Intelligent Systems and Computing, vol. 918. Springer.
  10. Wodecki, A. (2018). Artificial intelligence in the creation of organisational value. Kraków– Legionowo: Edu-Libri Publishing House.
  11. www.gpw.com.pl
DOI: https://doi.org/10.2478/joim-2023-0019 | Journal eISSN: 2543-831X | Journal ISSN: 2080-0150
Language: English
Page range: 93 - 104
Published on: Mar 29, 2024
Published by: SAN University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2024 Paweł Trippner, Rafał Jóźwicki, published by SAN University
This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 License.