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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Millennials and credit: use, data sharing and financial literacy | Galina Andreeva | 2017 | The University of Edinburgh | Download (PDF) |
| Modelling economic scenarios for IFRS 9 impairment calculations | Keith Church | 2017 | 4most Europe Limited | Download (PDF) |
| Modelling exposure at default without conversion factors | Mark Thackham | 2017 | Westpac Bank, Macquarie University | Download (PDF) |
| Modelling the impact of collection actions on recovery rates using retail loan-level panel data | Angela Freitas De Moraes, Galina Andreeva, Jonathan Crook | 2017 | The University of Edinburgh | Download (PDF) |
| OpenBanking, data protection, machine learning and credit risk models | Mark Somers | 2017 | 4most | Download (PDF) |
| Optimising sample selection in credit scoring with active learning | Georg Krempl, Daniel Kottke | 2017 | University Magdeburg, Kassel University | Download (Word) |
| Overcoming the challenges of maintaining models on a closed portfolio | Pedro Quinta | 2017 | TSB | Download (PDF) |
| Personality and risk: a new chapter for credit assessment | Stephen Connolly | 2017 | Coremetrix | Download (PDF) |
| Predicting likelihood of cyber breach by analyzing external security posture of enterprises | Scott M. Zoldi | 2017 | FICO | Download (PDF) |
| Predicting prepayment and default risks of unsecured consumer loans in online learning | Zhiyong Li, Xiao Yao | 2017 | Southwestern University of Finance and Economics, Royal Bank of Scotland | Download (PDF) |
| Profit-maximising scorecard development | Stefan Lessmann, Johannes Haupt, Eugen Stripling, Bart Baesens, Seppe vonden Broucke | 2017 | Humboldt-University of Berlin, KU Leuven | Download (Word) |
| Random survival forests in the credit risk models for small and medium enterprises | Aneta Ptak-Chmielewska, Anna Matuszyk | 2017 | Warsaw School of Economics | Download (Word) |
| Reject inference in credit scoring using semi-supervised machine learning algorithms | Fanyin Zhou, Ke Li, Zhiyong Li | 2017 | Southwestern University of Finance and Economics | Download (Word) |
| Retail credit scoring using fine-grained payment data | Ellen Tobback, David Martens | 2017 | University of Antwerp | Download (Word) |
| Revving in profit from the used luxury car market using survival analysis techniques: a case of the German used luxury car market | Hsin-Vonn Seow, Nikoleta Kovachka, Stefan Lessman | 2017 | The University of Nottingham, Malaysia Campus, Humboldt-University of Berlin | Download (PDF) |