Projects
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Towards Explainable Artificial Intelligence and Machine Learning in Credit Risk Management
For Switzerland, the reputation of stable long-standing financial institutions has always represented a crucial advantage for the acquisition and retention of customers. However, as the financial service industry becomes more global, clients expect personalized offerings and inclusiveness of service which in turn ...
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Advanced/AI-supported Rating Models for P2P systems
Our innovative idea is to provide a Proof of Concept concerning a superior and adaptive rating system applicable to both SME and personal lending, able to cope with low-quality, sparse data that is commonplace in the context of P2P lenders. If successful, we will have both a new methodology (how to deal with ...
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Feeder Structure for the Swiss Social Exchange
Matching impact investors with vetted and investable impact deals (SDG firms), through a regulated liquid primary and secondary financing market, presents a significant opportunity for SWISOX to become a “one-stop-shop” for impact investors. The research goal is to develop the necessary tools for a robust pipeline ...
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ESG 4.0 – Enabling Sustainable and Responsible Investment leveraging AI and Big Data
The identification of optimal Sustainable Investing strategies is still hampered by a profusion of technical and methodological challenges. We propose to utilize patent data and AI to boost Green Finance to a new level of efficiency in mitigating global threats as climate change, and pollution. ...
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Hybrid Approach for Robust Identification and Measurement of Investors Driving Corporate Sustainability and Innovation. Design of Policy Tools for Evaluating the Impact of Specific Investors and Assessing the Quality of Companies’ Investor Bases.
Following several decades of profit-oriented research in finance and economics, we have recently been observing a profound transformation in investor perception and a visible shift towards a sustainable financial system. The list of UN PRI signatories includes already over 2,000 large asset owners and keeps growing ...