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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| IFRS 9 Data Analytics: A Machine Learning Early Warning System for Trend Recognition and Portfolio Optimisation | Sebastian Fernandez | 2019 | KPMG LLP | Download (PDF) |
| Identifying Fraud Risk By Pairing Physical and Digital Data Footprints | Jonathan Clarke | 2019 | LexisNexis Risk Solutions | Download (Word) |
| How to Manage a Portfolio of Models | Alan Forrest | 2019 | Clydesdale and Yorkshire Bank | Download (PDF) |
| How Alternative Data Can Help Unbanked Population Acquire Traditional Loans | Dmitry Borodin | 2019 | Creditinfo | Download (Word) |
| Hierarchical Bayesian Modelling of Exposure at Default for Revolving Credit Facilities | Mark Bass | 2019 | Barclays | 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) |
| Future Score Projection | Michael Joyce | 2019 | Experian | Download (PDF) |
| From Incurred Loss to Current Expected Credit Loss (CECL): A Forensic Analysis of the Allowance for Loan Losses in Unconditionally Cancelable Credit Cards Portfolios | José Canals-Cerdá | 2019 | Federal Reserve Bank of Philadelphia | Download (Word) |
| Forecasting Recovery Rates on Non-performing Loans with Machine Learning | Paolo Gambetti, Anthony Bellotti, Damiano Brigo, Frédéric Vrins | 2019 | UC Louvain, Imperial College London | Download (Word) |
| Fishing for Mules with Nets | Andreas Schaefer, Daniel Clegg | 2019 | Royal Bank of Scotland | Download (Word) |
| Explanations of Machine Learning Predictions: A Mandatory Step for its Application to Operational Processes | Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi | 2019 | Università degli Studi di Bologna, CRIF S.p.A. | Download (Word) |
| Explainable AI in Practice: Using NDT Gen 3 with UK CRA Data | Stephen Miller, Natalie Scott, Trang Luong, Steven Upton, Tanvi Verma, Kamini Patel | 2019 | Equifax | Download (PDF) |
| Explainability and Predictability of Textual Financial Reports on Corporate Default: A Sentiment Analysis Approach | Hung Ba, Su Nguyen, Nam Huynh | 2019 | The University of Edinburgh, La Trobe University, School of Knowledge Science, JAIST | Download (Word) |
| Exogenous Maturity Vintage (EMV) Modelling Based on Through the Cycle Maturity Defined as a Markov Transition Matrix | Lubomir Burian, Kosmas Panagiotidis | 2019 | Royal Bank of Scotland | Download (PDF) |
| Evaluation of Credit Decisions for Evidence of Unfair Lending | JT Richardson | 2019 | Essex Lake Group | Download Slides (PDF) / Download Abstract (Word) |