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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Ethical AI: Innovations in Model Confidence and Bias Detection | Shafi Rahman, Scott Zoldi | 2019 | FICO | Download (PDF) |
| Estimation of Probability of Default with Machine Learning Techniques: A Comparative Approach | Stefano Bonini, Giuliana Caivano | 2019 | University of Bologna | Download (Word) |
| Estimating the Probability of Default Under IFRS 9 Using Non-Performing Loan Ratios and Macro-Economic Forecasts | Keisha Gill, Patrick Cane | 2019 | Ernst & Young | Download (Word) |
| Do Non-Bank SME Lenders Require Alternative Stress Testing Methodologies? | Galina Andreeva, Gabriele Sabato | 2019 | The University of Edinburgh, Wiserfunding | Download (PDF) |
| Direct Estimation of the Survival Function for Credit Default Using Nested Time Intervals | Jeff Dugger, Michael McBurnett | 2019 | Equifax | Download (Word) |
| Defining Optimal Approaches for Building Risk-based Revenue Model for Credit Cards: A Case Study | Dmytro Kolechko | 2019 | Vietnam Prosperity Bank | Download (PDF) |
| Deep Recurrent Neural Networks for Fraud Detection on Debit Card Transactions | Antonio Martini | 2019 | Barclays | Download (PDF) |
| Deep Learning for Credit Scoring | Matt Stevenson, Cristián Bravo | 2019 | University of Southampton | Download (Word) |
| Deep Generative Models for Reject Inference in Credit Scoring | Andrade Mancisidor, Robert Jenssen, Michael Kampffmeyer, Kjersti Aas | 2019 | University of Tromsø, Norwegian Computing Center | Download (Word) |
| Deep But Explainable: Explainable Latent Feature Neural Networks | Shafi Rahman, Scott Zoldi | 2019 | FICO | Download (PDF) |
| Data-Driven Classification of Credit Card User Types | Gergana Atanasova, Chris Curtis | 2019 | Experian | Download Slides (PDF) / Download Abstract (Word) |
| Data Illusions in Credit Risk Management: What Lies Behind Our (Potential) Mistakes | Fernando Moreira | 2019 | The University of Edinburgh | Download Slides (PDF) / Download Abstract (Word) |
| Credit Scoring–Where Is The Power? | Steven Upton, Steven Baker, Natalie Scott | 2019 | Equifax | Download (Word) |
| Credit Scoring Model Based on Group Feature Selection: The Case of Chinese Small-Sized Manufacturing Enterprises | Zhipeng Zhang, Guotai Chi, Sisira Colombage | 2019 | Dalian University of Technology, Federation University Australia | Download (Word) |
| Credit Risk Forecast of SMEs based on Big Data Technology—Experience from China | Geng Deke, Qiao Han | 2019 | Henan University | Download (Word) |