Title Presenter(s) Year Affiliate Institution Paper
Using Macroeconomics to innovate Secured LGD models Mr Richard Knight 2025 Nationwide Download Abstract (PDF)
Validation of machine learning and deep learning models in credit scoring Mr Emre Ünal, Mrs Şükrüye Tüysüz 2025 Yeditepe University, Türkiye Finans Participation Bank Download Abstract (PDF)
When sampling selection bias meets population drift. Impact on credit scoring and utility of reject inference approaches under dynamic conditions Professor Raquel Florez-Lopez, Associate Professor Juan Manuel Ramon-Jeronimo 2025 Pablo Olavide University
10-K Text Information Mining and Loss Given Default of Corporate Bonds Mr Junfeng Zhang, Professor Galina Andreeva, Dr Yizhe Dong 2023 University of Edinburgh Download Abstract (PDF)
A Climate Transition Scenario Analysis for European SMEs Loans Dr Mingming Zhang, Dr Raffaella Calabrese, Luca Zanin 2023 University of Edinburgh Download Abstract (PDF) / Download Slides (PDF)
A Dynamic Fraud Alarm Model for Corporate Fraud Detection: Evidence from China Mr Chang Chuan Goh, Professor Anthony Bellotti, Professor Xiuping Hua 2023 University Of Nottingham Ningbo China Download Abstract (PDF)
A Flexible Machine Learning Approach to Repayment Capacity Estimation for Affordability Assessment Stephen Miller, Lewis Jordan, Lewis Jordan Felipe Avila, Terry Woodford, Matthew Turner 2023 Equifax Inc. Download Abstract (PDF)
A Novel Interpretation Method for Explaining Machine Learning Survival Models Ms Yujia Chen, Dr Raffaella Calabrese, Dr Belen Martin-Barragan 2023 University of Edinburgh Business School Download Abstract (PDF)
A Practical Graph-Based Approach to Corporate Default Modelling Mr Kjartan Palsson, Dr Gunnar Gunnarsson 2023 Creditinfo Download Abstract (PDF)
A Process for Automatic Feature Generation for Credit Risk Modeling Mr Christopher Kadow 2023 Experian Download Abstract (PDF)
A Sample-size Dependent Measure of Population Correspondence in Banking - Improving the Population Stability Index (PSI) Professor WD Schutte, Dr Corli Van Zyl, Professor Nelis Potgieter, Professor Fred Lombard 2023 Absa, North-West University, Texas Christian University Download Abstract (PDF)
A Scalable Approach to Prediction from Multiple Data Sources with Varying Availability Stephen Miller, Felipe Avila, Lewis Jordan, Greg Kwiatkowski 2023 Equifax Inc. Download Paper (PDF)
A Scenario Based Qualitative Impact Assessment of the FCA’s Proposal for Reforming the Credit Information Market Dr Steve Finlay 2023 Jaywing Download Abstract (PDF) / Download Slides (PDF)
A Winding Road to Credit: Access to Finance for Underbanked Populations Mr Dmitry Borodin, Mr Guilhem Poucin 2023 Creditinfo Download Abstract (PDF)
Addressing Class Imbalance in Loan Default Prediction: A Cluster-Based Synthesis Approach Ms Yue Yang, Dr Boon-Giin Lee, Dr Anthony Graham Bellotti, Mr Qinglin Mao, Mr Honghao Zhang, Mr Yifan Yu 2023 University Of Nottingham Ningbo China Download Abstract (PDF)

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