University of Twente

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University of Twente

Project Coordinator MSCA Doctoral Network on Digital Finance University of Twente Homepage

Individual Research Projects

Strengthening European financial service providers through applicable reinforcement learning

Modelling green credit scores for a network of retail and business clients

Industry standard for blockchain

A recommender system to re-orient investments towards more sustainable technologies

Fraud detection in financial networks

Collaborative learning across data silos

Risk index for cryptos

Detecting anomalies and dependence structures in high dimensional, high frequency financial data

Audience-dependent explanations

Experimenting with Green AI to reduce processing time and contributes to creating a low-carbon economy

Applications of Agent-based Models (ABM) to analyse finance growth in a sustainable manner over a long-term period

Developing industry-ready automated trading systems to conduct EcoFin analysis using deep learning algorithms

Predicting financial trends using text mining and NLP

Challenges and opportunities for the uptaking of technological development by industry

Deep Generation of Financial Time Series

Investigating the utility of classical XAI methods in financial time series

Fair Algorithmic Design and Portfolio Optimization under Sustainability Concerns

Work Packages

= WP1 Towards a European financial data space

WP2 AI for financial markets

WP3 Towards explainable and fair AI-generated decisions

WP4 Driving digital innovation with Blockchain applications

WP5 Sustainability of digital finance

WP6 Doctoral Training

WP7 Dissemination, Outreach and Exploitation

WP8 Project Management

Deliverables

Milestones

Contacts