Have a personal or library account? Click to login
The Impact of Digitalization and Artificial Intelligence in Finance. How Artificial Intelligence Replaces Quantitative Analysis Cover

The Impact of Digitalization and Artificial Intelligence in Finance. How Artificial Intelligence Replaces Quantitative Analysis

Open Access
|Jul 2025

References

  1. Abdalmuttaleb M. A. Musleh Al-Sartawi, Khaled Hussainey & Anjum Razzaque (2022). The role of artificial intelligence in sustainable finance Journal of Sustainable Finance & Investment,1-6, DOI: 10.1080/20430795.2022.2057405. https://doi.org/10.1080/20430795.2022.20574. https://www.tandfonline.com/doi/epdf/10.1080/20430795.2022.2057405?needAccess=true
  2. Aldridge, I. (2013). High-frequency Trading: A Practical Guide to Algorithmic Strategies and Trading Systems, Second Edition, John Wiley & Sons. https://books.google.ro/books/about/High_frequency_Trading.html?id=kHPwjgEACAAJ&redir_esc=y,https://onlinelibrary.wiley.com/doi/pdf/10.1002/9781119203803.fmatter
  3. Briest, M., Mileham, J., Hock Lai, C., Cont, R. & Villanueva, L. (2023). Finding value in generative AI for financial services, MIT Technology Review Insights. chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://wp.technologyreview.com/wp-content/uploads/2023/11/MIT-UBS-generative-AI-report_FNL.pdf?utm_source=pdf&utm_medium=all_platforms&utm_campaign=insights_report_survey&utm_term=11.27.23&utm_content=insights.report
  4. Cartea, Á. & Jaimungal, S. (2013). Modelling Asset Prices for Algorithmic and High-Frequency Trading. Applied Mathematical Finance, 20(6), 512–547. https://www.researchgate.net/publication/228289712_Modeling_Asset_Prices_for_Algorithmic_and_High_Frequency_Trading
  5. Goodell, J., W., Kumar, S., Lim, W., M. & Pattnaik, D. ( 2021). Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis, Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C). DOI: 10.1016/j.jbef.2021.100577. https://www.sciencedirect.com/science/article/abs/pii/S2214635021001210
  6. Hilpisch, Y. (2020). Artificial Intelligence in Finance, O’Reilly Media, Inc, Canada, https://www.oreilly.com/library/view/artificial-intelligence-in/9781492055426/
  7. Jansen, S. (2020). Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Paython, Second Edition, Packt Publishing. https://books.google.ro/books/about/Machine_Learning_for_Algorithmic_Trading.html?id=4f30DwAAQBAJ&redir_esc=y
  8. Jón Daníelsson,Robert Macrae, Andreas Uthemann (2022). Artificial intelligence and systemic risk, Journal of Banking & Finance, Volume 140, 2022. https://doi.org/10.1016/j.jbankfin.2021.106290. https://www.sciencedirect.com/science/article/pii/S0378426621002466
  9. Lee, J. (2020). Access to Finance for Artificial Intelligence Regulation in the Financial Services Industry Eur Bus Org Law Rev 21, 731–757 (2020).https://doi.org/10.1007/s40804-020-00200-0. https://link.springer.com/article/10.1007/s40804-020-00200-0
  10. Narang, R., K. (2013). Inside the Black Box: A simple guide to Quantitative and High Frequency Trading Wiley Finance. https://www.amazon.co.uk/Inside-Black-Box-Quantitative-Frequency/dp/B00E32DX3C https://www.oreilly.com/library/view/inside-the-black/9780470432068/
  11. Obreja, Brașoveanu, L. (coordonator), Dragotă, V. & Dragotă, I., M.(2011). Piața de Capital Editura ASE, București
  12. Scarpino, M. (2019). Algorithmic Trading with Interactive Brokers: Python and C++, Quiller Technologies LLC, https://books.google.ro/books/about/Algorithmic_Trading_with_Interactive_Bro.html?id=0-uayQEACAAJ&redir_esc=y
  13. Shivarova, A., Matthew, F., Dixon, I., H. & Bilokon, P.(2021). Machine learning in finance from theory to practice. Financ Mark Portf Manag 35, 555–557. https://doi.org/10.1007/s11408-021-00389-1
  14. Yi Cao & Jia Zhai (2022). A survey of AI in finance, Journal of Chinese, Economic and Business Studies, 2022, Vol.20, No.2 125-137. https://doi.org/10.1080/14765284.2022.2077632 https://www.tandfonline.com/doi/epdf/10.1080/14765284.2022.2077632?needAccess=true
Language: English
Page range: 2863 - 2872
Published on: Jul 24, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Theo-Dorian Buftea, Ioana Văduva-Sima, Cristina Tuţu, Adrian Pavel Vulcu, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.