5 citations · 10 across the 4 of their papers we have counts for
5 papers
Transfer Learning for Loan Recovery Prediction under Distribution Shifts with Heterogeneous Feature Spaces
Christopher Gerling, Hanqiu Peng, Ying Chen +1
Accurate forecasting of recovery rates (RR) is central to credit risk management and regulatory capital determination. In many loan portfolios, however, RR modeling is constrained…
Prognostics and Health Management in Polymer Electrolyte Fuel Cells: Current Trends, Challenges, and Future Directions
Farideh Abdollahi, Kourosh Malek, Thomas Kadyk +3
Prognostics and Health Management is crucial for the reliability and lifetime assessment of Polymer Electrolyte Fuel Cells (PEFCs). Here, we review the current advances on this top…
Leveraging AI and NLP for Bank Marketing: A Systematic Review and Gap Analysis
Christopher Gerling, Stefan Lessmann
This paper explores the growing impact of AI and NLP in bank marketing, highlighting their evolving roles in enhancing marketing strategies, improving customer engagement, and crea…
Company2Vec -- German Company Embeddings based on Corporate Websites
Christopher Gerling
With Company2Vec, the paper proposes a novel application in representation learning. The model analyzes business activities from unstructured company website data using Word2Vec an…
Multimodal Document Analytics for Banking Process Automation
Christopher Gerling, Stefan Lessmann
Traditional banks face increasing competition from FinTechs in the rapidly evolving financial ecosystem. Raising operational efficiency is vital to address this challenge. Our stud…