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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Using Credit Bureau Data and Machine Learning Algorithms to Predict Churn Scores in the Insurance Industry | Federico Sembolini, Cesar David Iglesias Perez, Francisco Ruiz, Sergio Adrián Rodríguez, Juan Antonio Roldan | 2021 | Equifax | Download Abstract (Word) |
| Using Quantum Computing to Predict Account-level Risk Distributions | Joseph Breeden, Eugenia Leonova | 2021 | Prescient Models LLC | Download Abstract (Word) / Download Paper (Word) |
| “Surprise, We Are Bankrupt”: Finding Short-Term Unexpected Bankruptcies | Rebecca Oakes | 2021 | Equifax Canada | Download Abstract (Word) |
| 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) |
| A Real-Time Fraud Detection System Using Gradient Boosted Trees | Lee Gregory, Sami Niemi | 2019 | Barclays | Download (PDF) |
| A Survey on the Estimation of Expected Credit Losses for IFRS 9 | Bernhard Eder, Matthias Bank | 2019 | University of Innsbruck | Download (Word) |
| Achieving Financial Fairness in AI Models in Finance | Javier Campos | 2019 | Experian | Download (PDF) |
| Addressing Missing Values in Credit Scoring | Haoye Liang, Jake Ansell, Meng Ma | 2019 | The University of Edinburgh | Download (Word) |
| Affordability—Past, Present and Future | Steven Baker, Alice Zanotti, Daniel Weaver | 2019 | Equifax | Download (Word) |
| An Investigation Into the Use of Big Data Features for Credit Scoring in Online Lending | Denys Osipenko | 2019 | TAMGA Finance | Download (PDF) |
| 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) |
| 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) |
| 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) |
| Applying Deep Learning to Credit Scoring: Our Findings So Far | Martin Smith | 2019 | Jaywing | Download (PDF) |
| Are Risk and Analytical Leaders Maximising the Neurodiverse Talent Pool? | Justine Aspey | 2019 | Adway Associates - Executive Search Ltd | Download Slides (PDF) / Download Abstract (Word) |