Roberto Alejo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
6
Active years
2006–2020
Best venue rank
C
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 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 |
| 2018 | CIARP | Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays Datasets. | Adriana Reyes-Nava, H. Cruz-Reyes, Roberto Alejo, Erndira Rendn-Lara, Allan Antonio Flores Fuentes, Everardo Efrn Granda-Gutirrez |
| 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 | 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 | CIARP | An Empirical Study for the Multi-class Imbalance Problem with Neural Networks. | Roberto Alejo, Jos Martnez Sotoca, Gustavo A. Casa |
| 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 |