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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Future Score Projection | Michael Joyce | 2019 | Experian | Download (PDF) |
| Gradient Boosting Survival Tree with Applications in Credit Scoring | Miaojun Bai, Yun Shen, Yan Zheng | 2019 | 360 Finance Inc. | Download Slides (PDF) / Download Paper (Word) |
| Hierarchical Bayesian Modelling of Exposure at Default for Revolving Credit Facilities | Mark Bass | 2019 | Barclays | Download (PDF) |
| How Alternative Data Can Help Unbanked Population Acquire Traditional Loans | Dmitry Borodin | 2019 | Creditinfo | Download (Word) |
| How to Manage a Portfolio of Models | Alan Forrest | 2019 | Clydesdale and Yorkshire Bank | Download (PDF) |
| Identifying Fraud Risk By Pairing Physical and Digital Data Footprints | Jonathan Clarke | 2019 | LexisNexis Risk Solutions | Download (Word) |
| IFRS 9 Data Analytics: A Machine Learning Early Warning System for Trend Recognition and Portfolio Optimisation | Sebastian Fernandez | 2019 | KPMG LLP | Download (PDF) |
| IFRS 9: Significant Increase in Credit Risk | Katie Cleary, Kathleen Macnee | 2019 | TSB | Download (PDF) |
| Illuminating the Black Box: Machine Learning Model Explanation | John Oxley, Eric McVittie | 2019 | Experian | Download (PDF) |
| Incorporating Trended Performance Data Within Generic Bureau Scores for Assessing Credit Risk | Iain Deuchars | 2019 | Experian | Download (Word) |
| Innovations in LGD Modelling, Within Regulatory Constraints | Richard Knight, Laurence Winiarski | 2019 | Nationwide Building Society | Download (PDF) |
| Interpretable Analytics in Banking | Belen Martin-Barragan | 2019 | The University of Edinburgh | Download (Word) |
| Interpretable Machine Learning Scorecards | Nikolay Filipenkov, Andrey Denisenko | 2019 | SAS Institute | Download (Word) |
| Joint Model for Longitudinal and Survival Data: An Approach in Credit Risk Analysis | Victor Medina, Raffaella Calabrese, Jonathan Crook | 2019 | The University of Edinburgh | Download (Word) |
| Liquid Scorecards: Overcoming the Discontinuity Problem with Traditional Scorecards | Gerald Fahner, Bruce Hoadley | 2019 | FICO | Download (PDF) |