If a paper you are interested in is not available for download, or to request an accessible version of any document, please try to contact the author directly.
| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Achieving Financial Fairness in AI Models in Finance | Javier Campos | 2019 | Experian | Download (PDF) |
| A Survey on the Estimation of Expected Credit Losses for IFRS 9 | Bernhard Eder, Matthias Bank | 2019 | University of Innsbruck | Download (Word) |
| A Real-Time Fraud Detection System Using Gradient Boosted Trees | Lee Gregory, Sami Niemi | 2019 | Barclays | Download (PDF) |
| A Multi-objective Approach for Profit-driven Feature Selection in Credit Scoring | Stefan Lessmann, Nikita Kozodoi, Bart Baesens, Konstantinos Papakonstantinou | 2019 | Humboldt University of Berlin, KU Leuven, Kreditech | Download (Word) |
| Will machine learning and hyperparameter optimization become a game changer for credit scoring? | Knut Opdal, Thomas Hill, Rikard Bohm | 2017 | StatSoft, Quest Information Management | Download (Word) |
| When you’re drowning in collections, optimising your swimming technique can be helpful | Bruce Curry, Andy Harrison | 2017 | FICO | Download (PDF) |
| Using AI and machine learning to comply with anti-money laundering regulations | Scott Zoldi | 2017 | FICO | Download (PDF) |
| Usage of early warning signs scoring models for cross selling credit products: a case study | Dmytro Kolechko | 2017 | Vietnam Prosperity Bank | Download (PDF) |
| Transaction data categorisation for credit decisioning | Kevin Allen, Phil Grady, Daniel Weaver, Roger Vincent | 2017 | Castlight Financial, Equifax | Download (PDF) |
| The statistical dilemma: forecasting future losses under a benign economic environment, a trade off between statistical robustness and business need | Katie Cleary | 2017 | TSB | Download (PDF) |
| The extended exogenous maturity vintage model across the consumer credit lifecycle | Musa Malwandla, Allan Clark, Kanshukan Rajaratnam | 2017 | University of Cape Town, Standard Bank of South Africa | Download (PDF) |
| Survival models for credit risks with time varying parameters | Viani Djeundje, Jonathan Crook | 2017 | University of Edinburgh | Download (Word) |
| Spatial contagion in mortgage defaults: a survival approach | Raffaella Calabrese, Jonathan Crook | 2017 | The University of Edinburgh | Download (Word) |
| Sequential decision making in consumer lending: an experimental investigation of consumers’ decision heuristics | Kanshukan Rajaratnam, Peter Beling, George Overstreet | 2017 | University of Cape Town, Standard Bank of South Africa | Download (Word) |
| Sense and security in PCI DSS compliance: cases from the Asia-Pacific region | Wen Li Chan, Cristina Yap, Hsin-Vonn Seow | 2017 | The University of Nottingham, Malaysia Campus, Vectra Information Security | Download (Word) |