| Rank | Year | Title | Journal | First Author | Citations |
| 1 | 2014 | On the network topology of variance decompositions: measuring the connectedness of financial firms | Journal of econometrics | Francis X. Diebold | 1530 |
| 2 | 2014 | Evaluation of clustering algorithms for financial risk analysis using MCDM methods | Information sciences | GangKou | 589 |
| 3 | 2014 | Hazardous times for monetary policy: what do twenty-three million bank loans say about the effects of monetary policy on credit risk-taking? | Econometrica | Gabriel Jimenez | 437 |
| 4 | 2017 | Machine learning models and bankruptcy prediction | Expert systems with applications | Flavio Barboza | 288 |
| 5 | 2014 | Genetic algorithm-based heuristic for feature selection in credit risk assessment | Expert systems with applications | Stjepan Oreski | 263 |
| 6 | 2007 | Recent developments in consumer credit risk assessment | European journal of operational research | Jonathan N. Crook | 245 |
| 7 | 2018 | Trade credit, risk sharing, and inventory financing portfolios | Management science | S. Alex Yang | 237 |
| 8 | 2016 | A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification | Expert systems with applications | Aytug Onan | 214 |
| 9 | 2008 | Credit risk assessment with a multistage neural network ensemble learning approach | Expert systems with applications | Lean Yu | 201 |
| 10 | 2010 | Affine point processes and portfolio credit risk | Siam journal on financial mathematics | Eymen Errais | 193 |