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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Credit Card Fraud Detection Using Privacy-Preserving Distributed Deep Learning and Synthetic Dataset Creation | Peter Beling | 2019 | University of Virginia | Download (PDF) |
| Credit Based on Character: The Promise of Psychometric Credit Scoring in Europe | Saul Fine | 2019 | Innovative Investments | Download (Word) |
| Competing Risk Modelling for US Mortgages: A Comparison of Statistical Models and Random Survival Forests | Daniel Binsfield, Stefan Lessmann | 2019 | Humboldt University of Berlin | Download (Word) |
| Clustering Defaults into Different Groups to Improve Default Model Fit and Predictive Performance | Yazhe Li, Anthony Bellotti, Niall Adams | 2019 | Imperial College London | Download (Word) |
| Can Risk-Based Pricing Improve Social and Financial Efficiency of Microfinance Institutions, Its Impact on Financial Inclusion and Access to Traditional Banking Services | Natalie Soldatkova | 2019 | University of Economics, Prague | Download Slides (PDF) / Download Abstract (Word) |
| Can Heterogeneous Elasticity Explain Different Spreads Between Credit Products? An Analysis Exploring Discontinuities in Credit Policies | Everton Santos | 2019 | EPGE | Download (Word) |
| Bank-Sourced Credit Transition Matrices | Barbora Makova | 2019 | Institute of Economic Studies, Charles University, Credit Benchmark | Download Paper (Word) |
| Are Risk and Analytical Leaders Maximising the Neurodiverse Talent Pool? | Justine Aspey | 2019 | Adway Associates - Executive Search Ltd | Download Slides (PDF) / Download Abstract (Word) |
| Applying Deep Learning to Credit Scoring: Our Findings So Far | Martin Smith | 2019 | Jaywing | Download (PDF) |
| Application of the Random Survival Forest to the Financial Competing Risks Data | Anna Matuszyk, Halina Frydman | 2019 | Warsaw School of Economics, NYU Stern | Download (Word) |
| Another Piece of the Lending Puzzle: Open Banking Transaction Data for Enhanced Risk Scoring and Automated Affordability Assessment | Jonathan Gill, Mark Kelly | 2019 | TransUnion | Download (Word) |
| Analysing Prepayment and Default Under Changing Credit Market Conditions for SMEs by Applying Advanced Analytics on Credit Bureau Data | Enrico Bagli, Lorenzo Quirini, Luigi Vannucci, Davide Capuzzo, Alessandro Poluzzi | 2019 | CRIF S.p.A., Consum.it - Monte dei Paschi di Siena Group, Università degli Studi di Firenze | Download (PDF) |
| An Investigation Into the Use of Big Data Features for Credit Scoring in Online Lending | Denys Osipenko | 2019 | TAMGA Finance | Download (PDF) |
| Affordability—Past, Present and Future | Steven Baker, Alice Zanotti, Daniel Weaver | 2019 | Equifax | Download (Word) |
| Addressing Missing Values in Credit Scoring | Haoye Liang, Jake Ansell, Meng Ma | 2019 | The University of Edinburgh | Download (Word) |