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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Bank-Sourced Credit Transition Matrices | Barbora Makova | 2019 | Institute of Economic Studies, Charles University, Credit Benchmark | Download Paper (Word) |
| Can Heterogeneous Elasticity Explain Different Spreads Between Credit Products? An Analysis Exploring Discontinuities in Credit Policies | Everton Santos | 2019 | EPGE | 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) |
| 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) |
| 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) |
| Credit Based on Character: The Promise of Psychometric Credit Scoring in Europe | Saul Fine | 2019 | Innovative Investments | Download (Word) |
| Credit Card Fraud Detection Using Privacy-Preserving Distributed Deep Learning and Synthetic Dataset Creation | Peter Beling | 2019 | University of Virginia | Download (PDF) |
| Credit Risk Forecast of SMEs based on Big Data Technology—Experience from China | Geng Deke, Qiao Han | 2019 | Henan University | Download (Word) |
| Credit Scoring Model Based on Group Feature Selection: The Case of Chinese Small-Sized Manufacturing Enterprises | Zhipeng Zhang, Guotai Chi, Sisira Colombage | 2019 | Dalian University of Technology, Federation University Australia | Download (Word) |
| Credit Scoring–Where Is The Power? | Steven Upton, Steven Baker, Natalie Scott | 2019 | Equifax | Download (Word) |
| Data Illusions in Credit Risk Management: What Lies Behind Our (Potential) Mistakes | Fernando Moreira | 2019 | The University of Edinburgh | Download Slides (PDF) / Download Abstract (Word) |
| Data-Driven Classification of Credit Card User Types | Gergana Atanasova, Chris Curtis | 2019 | Experian | Download Slides (PDF) / Download Abstract (Word) |
| Deep But Explainable: Explainable Latent Feature Neural Networks | Shafi Rahman, Scott Zoldi | 2019 | FICO | Download (PDF) |
| Deep Generative Models for Reject Inference in Credit Scoring | Andrade Mancisidor, Robert Jenssen, Michael Kampffmeyer, Kjersti Aas | 2019 | University of Tromsø, Norwegian Computing Center | Download (Word) |
| Deep Learning for Credit Scoring | Matt Stevenson, Cristián Bravo | 2019 | University of Southampton | Download (Word) |