Research Topics
Towards a European Financial Data Space
- Collaborative learning across data silos
- Detecting anomalies and dependence structures in high dimensional, high frequency financial data
- Predicting financial trends using text mining and NLP
- Deep Generation of Financial Time Series
Artificial Intelligence for Financial Markets
- Strengthening European financial service providers through applicable reinforcement learning
- Developing industry-ready automated trading systems to conduct EcoFin analysis using deep learning algorithms
- Challenges and opportunities for the uptaking of technological development by industry
- Investigating the utility of classical XAI methods in financial time series
Towards Explainable and Fair AI-generated decisions
- Audience-dependent explanations
- Fair Algorithmic Design and Portfolio Optimization under Sustainability Concerns
Driving Digital Innovation with Blockchain Applications
- Industry standard for blockchain
- Fraud detection in financial networks
- Risk index for cryptos
Sustainability of Digital Finance
- Modelling green credit scores for a network of retail and business clients
- A recommender system to re-orient investments towards more sustainable technologies and businesses
- Experimenting with Green AI to reduce processing time and contributes to creating a low-carbon economy
- Applications of Agent-based Models (ABM) to analyze finance growth in a sustainable manner over a long-term period
Training and Events
