 | 2011 |
| 14 |  | Roberto Alejo,
P. Toribio,
José Martínez Sotoca,
Rosa Maria Valdovinos,
Eduardo Gasca:
Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context.
ISNN (2) 2011: 19-26 |
| 13 |  | 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 |
| 12 |  | Roberto Alejo,
José Martínez Sotoca,
Rosa Maria Valdovinos,
P. Toribio:
Edited Nearest Neighbor Rule for Improving Neural Networks Classifications.
ISNN (1) 2010: 303-310 |
| 11 |  | 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 |
| 10 |  | Laura Cleofas,
Rosa Maria Valdovinos,
Vicente García,
Roberto Alejo:
Use of Ensemble Based on GA for Imbalance Problem.
ISNN (2) 2009: 547-554 |
| 9 |  | Roberto Alejo,
José Martínez Sotoca,
Rosa Maria Valdovinos,
Gustavo A. Casañ:
The Multi-Class Imbalance Problem: Cost Functions with Modular and Non-Modular Neural Networks.
ISNN (4) 2009: 421-431 |
| 2008 |
| 8 |  | Roberto Alejo,
José Martínez Sotoca,
Gustavo A. Casañ:
An Empirical Study for the Multi-class Imbalance Problem with Neural Networks.
CIARP 2008: 479-486 |
| 2007 |
| 7 |  | 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 |
| 6 |  | 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 |
| 2006 |
| 5 |  | 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 |
| 4 |  | 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 |
| 2003 |
| 3 |  | José Salvador Sánchez,
Ricardo Barandela,
A. I. Marqués,
Roberto Alejo,
Jorge Badenas:
Analysis of new techniques to obtain quality training sets.
Pattern Recognition Letters 24(7): 1015-1022 (2003) |
| 2001 |
| 2 |  | José Salvador Sánchez,
Ricardo Barandela,
A. I. Marqués,
Roberto Alejo:
Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification.
SIBGRAPI 2001: 44-50 |
| 1 |  | Ricardo Barandela,
Eduardo Gasca,
Roberto Alejo:
Correccion de la Muestra para el Aprendizaje del Perceptron Multicapa.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 5(13): 2-9 (2001) |