Artificial Intelligence in Finance

Ein Blog der ZHAW Zürcher Hochschule für Angewandte Wissenschaften

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The applicability of self-play algorithms to trading and forecasting financial markets

https://doi.org/10.3389/frai.2021.668465 Posth, Jan-Alexander; Kotlarz, Piotr Kamil; Hadji Misheva, Branka; Osterrieder, Jörg; Schwendner, Peter, 2021. Frontiers in Artificial Intelligence. 4(668465). The central research question to answer in this study is whether the AI methodology of Self-Play can be applied to financial markets. In typical use-cases of Self-Play, two AI agents play against each other in a  … Weiterlesen

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Employing explainable AI to optimize the return target function of a loan portfolio

https://doi.org/10.3389/frai.2021.693022 Gramespacher, Thomas; Posth, Jan-Alexander, 2021. Frontiers in Artificial Intelligence. 4(693022). In recent years, data science methods have been developed considerably and have consequently found their way into many business processes in banking and finance. One example is the review and approval process of credit applications, where they are employed with the aim to reduce  … Weiterlesen

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Kategorie: Papers

Using Financial News Sentiment for Stock Price Direction Prediction

https://doi.org/10.3390/math10132156 Fazlija, Bledar, and Pedro Harder. 2022. Mathematics 10, no. 13: 2156. Using sentiment information in the analysis of financial markets has attracted much attention. Natural language processing methods can be used to extract market sentiment information from texts such as news articles. The objective of this paper is to extract financial market sentiment information  … Weiterlesen

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Kategorie: Papers