| Strategies for learning in class imbalance problems R Barandela, JS Sánchez, V García, E Rangel Pattern Recognition 36 (3), 849-851, 2003 | 805 | 2003 |
| On the effectiveness of preprocessing methods when dealing with different levels of class imbalance V García, JS Sánchez, RA Mollineda Knowledge-Based Systems 25 (1), 13-21, 2012 | 476 | 2012 |
| Index of balanced accuracy: A performance measure for skewed class distributions V García, RA Mollineda, JS Sánchez Iberian conference on pattern recognition and image analysis, 441-448, 2009 | 298 | 2009 |
| On the k-NN performance in a challenging scenario of imbalance and overlapping V García, RA Mollineda, JS Sánchez Pattern Analysis and Applications 11 (3), 269-280, 2008 | 297 | 2008 |
| Exploring the behaviour of base classifiers in credit scoring ensembles AI Marqués, V García, JS Sánchez Expert Systems with Applications 39 (11), 10244-10250, 2012 | 222 | 2012 |
| The class imbalance problem in pattern classification and learning V García, JS Sánchez, RA Mollineda, JM Sotoca, R Alejo II Congreso Español de Informática, 2007 | 204* | 2007 |
| On the suitability of resampling techniques for the class imbalance problem in credit scoring AI Marqués, V García, JS Sánchez Journal of the Operational Research Society 64 (7), 1060-1070, 2013 | 198 | 2013 |
| An empirical study of the behavior of classifiers on imbalanced and overlapped data sets V García, J Sánchez, R Mollineda Iberoamerican congress on pattern recognition, 397-406, 2007 | 177 | 2007 |
| A literature review on the application of evolutionary computing to credit scoring AI Marqués, V García, JS Sánchez Journal of the Operational Research Society 64 (9), 1384-1399, 2013 | 173 | 2013 |
| Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction V García, AI Marqués, JS Sánchez Information Fusion 47, 88-101, 2019 | 157 | 2019 |
| Two-level classifier ensembles for credit risk assessment AI Marqués, V García, JS Sánchez Expert Systems with Applications 39 (12), 10916-10922, 2012 | 149 | 2012 |
| An insight into the experimental design for credit risk and corporate bankruptcy prediction systems V García, AI Marqués, JS Sánchez Journal of Intelligent Information Systems 44 (1), 159-189, 2015 | 119 | 2015 |
| Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data V García, JS Sánchez, AI Marqués, R Florencia, G Rivera Expert Systems with Applications 15 (0), 1-19, 2020 | 111 | 2020 |
| Theoretical Analysis of a Performance Measure for Imbalanced Data V Garcıa, RA Mollineda, JS Sánchez 2010 20th International Conference on Pattern Recognition (ICPR), 617-620, 2010 | 106 | 2010 |
| Financial distress prediction using the hybrid associative memory with translation L Cleofas-Sánchez, V García, AI Marqués, JS Sánchez Applied Soft Computing 44, 144–152, 2016 | 105 | 2016 |
| Using regression models for predicting the product quality in a tubing extrusion process V García, JS Sánchez, LA Rodríguez-Picón, LC Méndez-Gónzalez, ... Journal of Intelligent Manufacturing 30 (6), 2535–2544, 2019 | 101 | 2019 |
| A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios R Alejo, RM Valdovinos, V García, JH Pacheco-Sanchez Pattern Recognition Letters 34 (1), 380-388, 2013 | 93 | 2013 |
| Surrounding neighborhood-based SMOTE for learning from imbalanced data sets V García, JS Sánchez, R Martín-Félez, RA Mollineda Progress in Artificial Intelligence, 1-16, 2012 | 86 | 2012 |
| Ranking-based MCDM models in financial management applications: analysis and emerging challenges AI Marqués, V García, JS Sánchez Progress in Artificial Intelligence 9, 171-193, 2020 | 80 | 2020 |
| Combined effects of class imbalance and class overlap on instance-based classification V García, R Alejo, JS Sánchez, JM Sotoca, RA Mollineda International conference on intelligent data engineering and automated …, 2006 | 80 | 2006 |
Josep Salvador Sánchez GarretaFull Professor of Computer Science, Universitat Jaume I, Castelló, SpainVerified email at uji.es
