Ramón Alberto Mollineda Cárdenas
Ramón Alberto Mollineda Cárdenas
Associate Professor, University Jaume I
Verified email at uji.es
Title
Cited by
Cited by
Year
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance
V García, JS Sánchez, RA Mollineda
Knowledge-Based Systems 25 (1), 13-21, 2012
2302012
On the k-NN performance in a challenging scenario of imbalance and overlapping
V García, RA Mollineda, JS Sánchez
Pattern Analysis and Applications 11 (3-4), 269-280, 2008
1742008
The class imbalance problem in pattern classification and learning
V Garcia, JS Sanchez, RA Mollineda, R Alejo, JM Sotoca
II Congreso Español de Informática, 283-291, 2007
1012007
An analysis of how training data complexity affects the nearest neighbor classifiers
JS Sánchez, RA Mollineda, JM Sotoca
Pattern Analysis and Applications 10 (3), 189-201, 2007
872007
An empirical study of the behavior of classifiers on imbalanced and overlapped data sets
V García, J Sánchez, R Mollineda
Iberoamerican Congress on Pattern Recognition, 397-406, 2007
812007
Index of balanced accuracy: A performance measure for skewed class distributions
V García, RA Mollineda, JS Sánchez
Iberian conference on pattern recognition and image analysis, 441-448, 2009
782009
An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering
RA Mollineda, FJ Ferri, E Vidal
Pattern Recognition 35 (12), 2771-2782, 2002
742002
Data characterization for effective prototype selection
RA Mollineda, JS Sánchez, JM Sotoca
Iberian Conference on Pattern Recognition and Image Analysis, 27-34, 2005
702005
Cyclic sequence alignments: approximate versus optimal techniques
RA Mollineda, E Vidal, F Casacuberta
International Journal of Pattern Recognition and Artificial Intelligence 16 …, 2002
522002
Improving the performance of the RBF neural networks trained with imbalanced samples
R Alejo, V García, JM Sotoca, RA Mollineda, JS Sánchez
International work-conference on artificial neural networks, 162-169, 2007
492007
Combined effects of class imbalance and class overlap on instance-based classification
V García, R Alejo, JS Sánchez, JM Sotoca, RA Mollineda
International Conference on Intelligent Data Engineering and Automated …, 2006
492006
Theoretical analysis of a performance measure for imbalanced data
V García, RA Mollineda, JS Sanchez
2010 20th International Conference on Pattern Recognition, 617-620, 2010
472010
The class imbalance problem in pattern classification and learning
R Mollineda, R Alejo, J Sotoca
II Congreso Espanol de Informática (CEDI 2007). ISBN, 978-84, 2007
422007
Face gender classification: A statistical study when neutral and distorted faces are combined for training and testing purposes
Y Andreu, P García-Sevilla, RA Mollineda
Image and Vision Computing 32 (1), 27-36, 2014
332014
Surrounding neighborhood-based SMOTE for learning from imbalanced data sets
V García, JS Sánchez, R Martín-Félez, RA Mollineda
Progress in Artificial Intelligence 1 (4), 347-362, 2012
332012
A relative approach to hierarchical clustering
RA Mollineda, E Vidal
Pattern Recognition and Applications 56, 19-28, 2000
322000
A meta-learning framework for pattern classication by means of data complexity measures
JM Sotoca, RA Mollineda, JS Sánchez
Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial …, 2006
312006
Improving the classification accuracy of RBF and MLP neural networks trained with imbalanced samples
R Alejo, V Garcia, JM Sotoca, RA Mollineda, JS Sánchez
International Conference on Intelligent Data Engineering and Automated …, 2006
262006
A review of data complexity measures and their applicability to pattern classification problems
JM Sotoca, JS Sanchez, RA Mollineda
Actas del III Taller Nacional de Mineria de Datos y Aprendizaje. TAMIDA, 77-83, 2005
252005
The role of face parts in gender recognition
Y Andreu, RA Mollineda
International Conference Image Analysis and Recognition, 945-954, 2008
232008
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