| 2019 | IBPRIA | Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure. | Vicente Garca, Jos Salvador Snchez, Alberto Ochoa Ortz, Abraham Lpez-Najera |
| 2017 | IBPRIA | An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification. | Vicente Garca, Jos Salvador Snchez, Laura Cleofas-Snchez, Humberto de Jess Ochoa Domnguez, Francisco Lpez-Orozco |
| 2016 | HAIS | Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings. | Vicente Garca, Ana Isabel Marqus, Laura Cleofas-Snchez, Jos Salvador Snchez |
| 2015 | IBPRIA | Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise. | Vicente Garca, Jos Salvador Snchez, Humberto de Jess Ochoa Domnguez, Laura Cleofas-Snchez |
| 2012 | ICONIP | Improving Risk Predictions by Preprocessing Imbalanced Credit Data. | Vicente Garca, Ana Isabel Marqus, Jos Salvador Snchez |
| 2012 | ICONIP | Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods. | Jos Salvador Snchez, Vicente Garca, Ana Isabel Marqus |
| 2012 | ICPRAM | On the Suitability of Numerical Performance Measures for Class Imbalance Problems. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2012 | ICPRAM | Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. | Mnica Milln-Giraldo, Vicente Garca, Jos Salvador Snchez |
| 2012 | SSPR | One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices. | Mnica Milln-Giraldo, Vicente Garca, Jos Salvador Snchez |
| 2011 | IBPRIA | Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2011 | IWANN | Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance. | Roberto Alejo, Jos Martnez Sotoca, Vicente Garca, Rosa Maria Valdovinos |
| 2010 | ICPR | Theoretical Analysis of a Performance Measure for Imbalanced Data. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2009 | IBPRIA | Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2009 | IBPRIA | Melodic Track Identification in MIDI Files Considering the Imbalanced Context. | Ral Martn, Ramn Alberto Mollineda, Vicente Garca |
| 2009 | ISNN | Use of Ensemble Based on GA for Imbalance Problem. | Laura Cleofas, Rosa Maria Valdovinos, Vicente Garca, Roberto Alejo |
| 2008 | SSPR | A New Performance Evaluation Method for Two-Class Imbalanced Problems. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2007 | CIARP | An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2007 | IBPRIA | When Overlapping Unexpectedly Alters the Class Imbalance Effects. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez, Roberto Alejo, Jos Martnez Sotoca |
| 2007 | IWANN | Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples. | Roberto Alejo, Vicente Garca, Jos Martnez Sotoca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2006 | IDEAL | Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples. | Roberto Alejo, Vicente Garca, Jos Martnez Sotoca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2006 | IDEAL | Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification. | Vicente Garca, Roberto Alejo, Jos Salvador Snchez, Jos Martnez Sotoca, Ramn Alberto Mollineda |
| 2003 | IBPRIA | Learning from Imbalanced Sets through Resampling and Weighting. | Ricardo Barandela, Jos Salvador Snchez, Vicente Garca, Francesc J. Ferri |