Projects
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Funding Analytics Tools
Funding Analytics Tools Secondary Market Toolbox & Study Allocation Tool Investor Demand Study
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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. ...