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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Application of Machine Learning in Credit Risk Scorecards | Danilo Blagojevic | 2021 | Tesco Bank | Download Abstract (Word) |
| An Optimization Framework for Improving Authorization Decisions on Credit Card Transactions | Billibaldo Martinez Aranda | 2021 | FICO | Download Abstract (Word) |
| An Empirical Look at Psychometric-Based Credit Scoring | Saul Fine | 2021 | Innovative Assessments | Download Abstract (Word) |
| An Additive Copula Regression Model for Credit Card Balance and Probability of Default | Suttisak Wattanawongwan, Christophe Mues, Ramin Okhrati, Taufiq Choudhry, Mee Chi So | 2021 | University Of Southampton | Download Abstract (Word) |
| Alternative Credit Scoring Model for Micro Business | Stanislav Turchenko | 2021 | Sberbank Europe | Download Abstract (Word) |
| Adjusting Loss Reserves for Model Selection Risk | Joseph Breeden, Nikolay Dobrinov | 2021 | Prescient Models LLC | Download Abstract (Word) / Download Paper (Word) |
| Adding Open Banking Depth of Insight to Credit Risk Analytics | Shafi Rahman, Scott Zoldi | 2021 | FICO | Download Abstract (Word) |
| Adaptive Credit Scoring Using Local Classification Methods | Dimitris Nikolaidis, Evangelia Pippa, Michalis Doumpos | 2021 | Technical University Of Crete | Download Abstract (Word) |
| Active Learning for Reject Inference in Credit Scoring | Nikita Kozodoi, Stefan Lessmann | 2021 | Humboldt University Of Berlin | Download Abstract (Word) |
| Actionable and Feasible Consumer Credit Score Improvement Paths With Optimality Constraints and Explanations | Matthew Turner, Lewis Jordan, Stephen Miller | 2021 | Equifax | Download Abstract (Word) / Download Paper (Word) |
| A Scoring Model for Open Banking Data on UK Mortgage Defaults During the Covid-19 Pandemic | Marcel Lukas, Raffaella Calabrese | 2021 | University Of St Andrews | Download Abstract (Word) |
| A Novel Approach for Credit Scoring Using Deep Neural Networks With Bank Transactions Data | Giacomo Graffi, Giorgio Visani, Enrico Bagli, Federico Chesani | 2021 | CRIF SPA | Download Abstract (Word) |
| A New MIDAS Approach for Predicting Corporate Credit Rating Levels | Leonie Tabea Goldmann, Raffaella Calabrese, Jonathan Crook | 2021 | University Of Edinburgh | Download Abstract (Word) |
| A Measure of Interaction for Binary Targets | Raymond Anderson | 2021 | Rayan Risk Analytics | Download Abstract (Word) / Download Slides (PDF) |
| A Macroeconomic Model with Firm Debt Financing, Bank Lending, and Banking Regulations | Chao Huang | 2021 | The University of Edinburgh | Download Abstract (Word) |