| 2020 | HAIS | A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data. | Anglica Guzmn-Ponce, Rosa Maria Valdovinos, J. Salvador Snchez |
| 2020 | HAIS | A Metaheuristic Algorithm to Face the Graph Coloring Problem. | Anglica Guzmn-Ponce, Jos Raymundo Marcial-Romero, Rosa Maria Valdovinos, Roberto Alejo, Everardo Efrn Granda-Gutirrez |
| 2019 | IBPRIA | Addressing the Big Data Multi-class Imbalance Problem with Oversampling and Deep Learning Neural Networks. | V. M. Gonzlez-Barcenas, Erndira Rendn, Roberto Alejo, Everardo Efrn Granda-Gutirrez, Rosa Maria Valdovinos |
| 2015 | CIARP | Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain. | Roberto Alejo, Juan Monroy-de-Jess, J. Horacio Pacheco-Snchez, Rosa Maria Valdovinos, Juan Alberto Antonio Velzquez, Jos Raymundo Marcial-Romero |
| 2011 | ISNN | Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context. | Roberto Alejo, P. Toribio, Jos Martnez Sotoca, Rosa Maria Valdovinos, Eduardo Gasca |
| 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 | ISNN | Edited Nearest Neighbor Rule for Improving Neural Networks Classifications. | Roberto Alejo, Jos Martnez Sotoca, Rosa Maria Valdovinos, P. Toribio |
| 2009 | HAIS | Combining Multiple Classifiers with Dynamic Weighted Voting. | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2009 | ISNN | The Multi-Class Imbalance Problem: Cost Functions with Modular and Non-Modular Neural Networks. | Roberto Alejo, Jos Martnez Sotoca, Rosa Maria Valdovinos, Gustavo A. Casa |
| 2009 | ISNN | Use of Ensemble Based on GA for Imbalance Problem. | Laura Cleofas, Rosa Maria Valdovinos, Vicente Garca, Roberto Alejo |
| 2008 | CEC | Comparative study of Genetic Algorithms and resampling methods for ensemble constructing. | R. I. Diaz, Rosa Maria Valdovinos, J. H. Pacheco-Sanchez |
| 2007 | IBPRIA | Performance Analysis of Classifier Ensembles: Neural Networks | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2007 | IBPRIA | Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles. | Rosa Maria Valdovinos, Jos Salvador Snchez, Eduardo Gasca |
| 2005 | IBPRIA | Dynamic and Static Weighting in Classifier Fusion. | Rosa Maria Valdovinos, Jos Salvador Snchez, Ricardo Barandela |
| 2005 | ICMLA | Class-dependant resampling for medical applications. | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2004 | SSPR | The Imbalanced Training Sample Problem: Under or over Sampling? | Ricardo Barandela, Rosa Maria Valdovinos, Jos Salvador Snchez, Francesc J. Ferri |