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Roberto Alejo
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Publications
- 2022
- [c25]A. Bolívar, Vicente García, Rogelio Florencia, Roberto Alejo, Gilberto Rivera Zárate, Julia Patricia Sánchez-Solís:
A Preliminary Study of SMOTE on Imbalanced Big Datasets When Dealing with Sparse and Dense High Dimensionality. MCPR 2022: 46-55 - 2021
- [c24]Grisel Miranda, Roberto Alejo, Carlos Castorena, Eréndira Rendón, Javier Illescas, Vicente García:
Deep Neural Network to Detect Gender Violence on Mexican Tweets. IWAIPR 2021: 24-32 - 2015
- [j6]Roberto Alejo, Vicente García, J. Horacio Pacheco-Sánchez:
An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation for Dealing with the Multi-class Imbalance Problem. Neural Process. Lett. 42(3): 603-617 (2015) - 2013
- [j3]Roberto Alejo, Rosa Maria Valdovinos, Vicente García, J. H. Pacheco-Sanchez:
A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios. Pattern Recognit. Lett. 34(4): 380-388 (2013) - 2011
- [c11]Roberto Alejo, José Martínez Sotoca, Vicente García, Rosa Maria Valdovinos:
Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance. IWANN (1) 2011: 199-206 - 2010
- [c9]Roberto Alejo, José Martínez Sotoca, Vicente García, Rosa Maria Valdovinos:
Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems. MCPR 2010: 180-188 - 2009
- [c7]Laura Cleofas, Rosa Maria Valdovinos, Vicente García, Roberto Alejo:
Use of Ensemble Based on GA for Imbalance Problem. ISNN (2) 2009: 547-554 - 2007
- [c5]Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez, Roberto Alejo, José Martínez Sotoca:
When Overlapping Unexpectedly Alters the Class Imbalance Effects. IbPRIA (2) 2007: 499-506 - [c4]Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez:
Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples. IWANN 2007: 162-169 - 2006
- [c3]Vicente García, Roberto Alejo, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda:
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification. IDEAL 2006: 371-378 - [c2]Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez:
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples. IDEAL 2006: 464-471
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