Jörg Osterrieder

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Portfolio Management

Financial Markets

Genetic Algorithm

Reinforcement Learning

Top Venues

Frontiers Artif. Intell.

Int. J. Inf. Manag. Data Insights

Expert Syst. Appl.

Publications

Yiting Liu, Lennart John Baals, Jörg Osterrieder, Branka Hadji Misheva
Leveraging network topology for credit risk assessment in P2P lending: A comparative study under the lens of machine learning. Expert Syst. Appl. 252 (2024)
Jörg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare
Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques. CoRR (2024)
Alessandra Amato, Jörg Osterrieder, Marcos Roberto Machado
How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Branka Hadji Misheva, Jörg Osterrieder
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods. CoRR (2023)
Jörg Osterrieder
Share buybacks: a theoretical exploration of genetic algorithms and mathematical optionality. Frontiers Artif. Intell. 6 (2023)
Jörg Osterrieder, Michael Seigne
Examining share repurchase executions: insights and synthesis from the existing literature. Frontiers Appl. Math. Stat. 9 (2023)
Frensi Zejnullahu, Maurice Moser, Jörg Osterrieder
Applications of Reinforcement Learning in Finance - Trading with a Double Deep Q-Network. CoRR (2022)
Jun Lu, Jörg Osterrieder
Feature Selection via the Intervened Interpolative Decomposition and its Application in Diversifying Quantitative Strategies. CoRR (2022)
Weilong Fu, Ali Hirsa, Jörg Osterrieder
Simulating financial time series using attention. CoRR (2022)
Andreas Henrici, Jörg Osterrieder
Editorial: Artificial intelligence in finance and industry: Highlights from 6 European COST conferences. Frontiers Artif. Intell. 5 (2022)
Mike Kraehenbuehl, Jörg Osterrieder
The Efficient Market Hypothesis for Bitcoin in the context of neural networks. CoRR (2022)
Branka Hadji Misheva, Jörg Osterrieder, Ali Hirsa, Onkar Kulkarni, Stephen Fung Lin
Explainable AI in Credit Risk Management. CoRR (2021)
Branka Hadji Misheva, David Jaggi, Jan-Alexander Posth, Thomas Gramespacher, Jörg Osterrieder
Audience-Dependent Explanations for AI-Based Risk Management Tools: A Survey. Frontiers Artif. Intell. 4 (2021)
Samuel Rikli, Daniel Nico Bigler, Moritz Pfenninger, Jörg Osterrieder
Wasserstein GAN: Deep Generation applied on Bitcoins financial time series. CoRR (2021)
Jan-Alexander Posth, Piotr Kotlarz, Branka Hadji Misheva, Jörg Osterrieder, Peter Schwendner
The Applicability of Self-Play Algorithms to Trading and Forecasting Financial Markets. Frontiers Artif. Intell. 4 (2021)
Paolo Giudici, Ronald Hochreiter, Jörg Osterrieder, Jochen Papenbrock, Peter Schwendner
Editorial: AI and Financial Technology. Frontiers Artif. Intell. 2 (2019)