| APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions V Van Vlasselaer, C Bravo, O Caelen, T Eliassi-Rad, L Akoglu, M Snoeck, ... Decision support systems 75, 38-48, 2015 | 542 | 2015 |
| The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics M Óskarsdóttir, C Bravo, C Sarraute, J Vanthienen, B Baesens Applied Soft Computing 74, 26-39, 2019 | 241 | 2019 |
| Development and application of consumer credit scoring models using profit-based classification measures T Verbraken, C Bravo, R Weber, B Baesens European Journal of Operational Research 238 (2), 505-513, 2014 | 231 | 2014 |
| Cost-based feature selection for support vector machines: An application in credit scoring S Maldonado, J Pérez, C Bravo European Journal of Operational Research 261 (2), 656-665, 2017 | 180 | 2017 |
| Social network analytics for churn prediction in telco: Model building, evaluation and network architecture M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ... Expert Systems with Applications 85, 204-220, 2017 | 118 | 2017 |
| Integrated framework for profit-based feature selection and SVM classification in credit scoring S Maldonado, C Bravo, J López, J Pérez Decision Support Systems 104, 113-121, 2017 | 117 | 2017 |
| The value of text for small business default prediction: A deep learning approach M Stevenson, C Mues, C Bravo European Journal of Operational Research 295 (2), 758-771, 2021 | 96 | 2021 |
| Super-app behavioral patterns in credit risk models: Financial, statistical and regulatory implications L Roa, A Correa-Bahnsen, G Suarez, F Cortés-Tejada, MA Luque, ... Expert Systems with Applications 169, 114486, 2021 | 64 | 2021 |
| Advanced turbidity prediction for operational water supply planning M Stevenson, C Bravo Decision Support Systems 119, 72-84, 2019 | 62 | 2019 |
| Granting and managing loans for micro-entrepreneurs: New developments and practical experiences C Bravo, S Maldonado, R Weber European Journal of Operational Research 227 (2), 358-366, 2013 | 62 | 2013 |
| Improving healthcare access management by predicting patient no-show behaviour DB Ferro, S Brailsford, C Bravo, H Smith Decision Support Systems 138, 113398, 2020 | 54 | 2020 |
| Improving credit scoring by differentiating defaulter behaviour C Bravo, LC Thomas, R Weber Journal of the operational research society 66 (5), 771-781, 2015 | 54 | 2015 |
| Multilayer network analysis for improved credit risk prediction M Oskarsdottir, C Bravo Omega 105, 102520, 2021 | 52 | 2021 |
| Profit driven business analytics: A practitioner's guide to transforming big data into added value W Verbeke, B Baesens, C Bravo John Wiley & Sons, 2017 | 45 | 2017 |
| A comparative study of social network classifiers for predicting churn in the telecommunication industry M Óskarsdóttir, C Bravo, W Verbeke, C Sarraute, B Baesens, ... 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016 | 44 | 2016 |
| A transformer-based model for default prediction in mid-cap corporate markets K Korangi, C Mues, C Bravo European Journal of Operational Research 308 (1), 306-320, 2023 | 37 | 2023 |
| A Robust profit measure for binary classification model evaluation F Garrido, W Verbeke, C Bravo Expert Systems with Applications 92, 154-160, 2018 | 29 | 2018 |
| Credit scoring for good: Enhancing financial inclusion with smartphone-based microlending M Óskarsdóttir, C Bravo, C Sarraute, B Baesens, J Vanthienen arXiv preprint arXiv:2001.10994, 2020 | 26 | 2020 |
| On the combination of graph data for assessing thin-file borrowers’ creditworthiness R Muñoz-Cancino, C Bravo, SA Ríos, M Graña Expert Systems with Applications 213, 118809, 2023 | 23 | 2023 |
| On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance R Muñoz-Cancino, C Bravo, SA Ríos, M Graña Expert Systems with Applications 218, 119599, 2023 | 19 | 2023 |
Bart BaesensFull professor, KU LeuvenVerified email at kuleuven.be
