Difference between revisions of "University of Twente"
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[[MSCA Deliverables]] | [[MSCA Deliverables]] | ||
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[[MSCA Individual Research Projects]] | [[MSCA Individual Research Projects]] | ||
Revision as of 10:04, 3 September 2023
Short Description
Project Coordinator MSCA Doctoral Network on Digital Finance University of Twente Homepage
Main Roles and Responsibilities
- Project Coordinator
- Work package lead Doctoral Training
- Work package lead Project Management
- Doctoral Training
- Introduction to Digital Finance, 1 ECTS
- Blockchains in Digital Finance, 1 ECTS
- Ethical AI in Finance, 1 ECTS
- Reinforcement Learning in Digital Finance, 4 ECTS, then annually in EU
- Cybersecurity in Digital Finance, 3 ECTS, then annually in EU
- December 2026: Labor Market Skills, 2 ECTS
- Dissemination, Outreach and Exploitation
- December 2024, then annually: Open-lab day
- Contribute to an Open Science Festival (e.g. Open Science Festival in Amsterdam)
- Two annual academic seminars
- Twice annually: Engagement with Policymakers, public authorities, EU citizens, and the general public
- One informative video for EU citizens and the general public
- Twice annually, per ESR: General/ public outreach.
- ESRs present results to policy makers/ regulators, annually
- Collaborate in academic networks
- 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
Committees
- Executive Board
- Supervisory Board
- Doctoral Candidates Committee
- Research and Training Committee
- Communication and Dissemination Board
- IP and Exploitation Team
- Project Coordinator Team
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
Individual Research Projects
MSCA 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