 | 2012 |
| 38 |  | Vicente García,
José Salvador Sánchez,
Ramón Alberto Mollineda:
On the Suitability of Numerical Performance Measures for Class Imbalance Problems.
ICPRAM (1) 2012: 310-313 |
| 37 |  | Raúl Martín-Félez,
Javier Ortells,
Ramón Alberto Mollineda,
Javier Salvador Sánchez:
Efficient Gait-based Gender Classification through Feature Selection.
ICPRAM (2) 2012: 419-424 |
| 36 |  | Vicente García,
Javier Salvador Sánchez,
Ramón Alberto Mollineda:
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance.
Knowl.-Based Syst. 25(1): 13-21 (2012) |
| 2011 |
| 35 |  | Raúl Martín-Félez,
Ramón Alberto Mollineda,
Javier Salvador Sánchez:
Human Recognition Based on Gait Poses.
IbPRIA 2011: 347-354 |
| 34 |  | Vicente García,
Javier Salvador Sánchez,
Ramón Alberto Mollineda:
Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data.
IbPRIA 2011: 644-651 |
| 33 |  | Javier Salvador Sánchez,
Vicente García,
Ramón Alberto Mollineda:
Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification.
MLDM 2011: 511-523 |
| 2010 |
| 32 |  | Raúl Martín-Félez,
Ramón Alberto Mollineda,
José Salvador Sánchez:
Towards a More Realistic Appearance-Based Gait Representation for Gender Recognition.
ICPR 2010: 3810-3813 |
| 31 |  | Vicente García,
Ramón Alberto Mollineda,
José Salvador Sánchez:
Theoretical Analysis of a Performance Measure for Imbalanced Data.
ICPR 2010: 617-620 |
| 30 |  | Vicente García,
José Salvador Sánchez,
Ramón Alberto Mollineda:
Exploring the Performance of Resampling Strategies for the Class Imbalance Problem.
IEA/AIE (1) 2010: 541-549 |
| 29 |  | Raúl Martín-Félez,
Ramón Alberto Mollineda,
José Salvador Sánchez:
A Gender Recognition Experiment on the CASIA Gait Database Dealing with Its Imbalanced Nature.
VISAPP (2) 2010: 439-444 |
| 2009 |
| 28 |  | Raúl Martín-Félez,
Ramón Alberto Mollineda:
On the Suitability of Combining Feature Selection and Resampling to Manage Data Complexity.
CAEPIA 2009: 141-150 |
| 27 |  | Yasmina Andreu,
Pedro García-Sevilla,
Ramón Alberto Mollineda:
Dealing with Inaccurate Face Detection for Automatic Gender Recognition with Partially Occluded Faces.
CIARP 2009: 749-757 |
| 26 |  | Vicente García,
Ramón Alberto Mollineda,
José Salvador Sánchez:
Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions.
IbPRIA 2009: 441-448 |
| 25 |  | Yasmina Andreu,
Ramón Alberto Mollineda,
Pedro García-Sevilla:
Gender Recognition from a Partial View of the Face Using Local Feature Vectors.
IbPRIA 2009: 481-488 |
| 24 |  | Raúl Martín,
Ramón Alberto Mollineda,
Vicente García:
Melodic Track Identification in MIDI Files Considering the Imbalanced Context.
IbPRIA 2009: 489-496 |
| 2008 |
| 23 |  | Yasmina Andreu,
Ramón Alberto Mollineda:
On the Complementarity of Face Parts for Gender Recognition.
CIARP 2008: 252-260 |
| 22 |  | Yasmina Andreu,
Ramón Alberto Mollineda:
The Role of Face Parts in Gender Recognition.
ICIAR 2008: 945-954 |
| 21 |  | Vicente García,
Ramón Alberto Mollineda,
José Salvador Sánchez:
A New Performance Evaluation Method for Two-Class Imbalanced Problems.
SSPR/SPR 2008: 917-925 |
| 20 |  | Vicente García,
Ramón Alberto Mollineda,
José Salvador Sánchez:
On the k-NN performance in a challenging scenario of imbalance and overlapping.
Pattern Anal. Appl. 11(3-4): 269-280 (2008) |
| 2007 |
| 19 |  | Vicente García,
José Salvador Sánchez,
Ramón Alberto Mollineda:
An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets.
CIARP 2007: 397-406 |
| 18 |  | 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 |
| 17 |  | 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 |
| 16 |  | José Salvador Sánchez,
Ramón Alberto Mollineda,
José Martínez Sotoca:
An analysis of how training data complexity affects the nearest neighbor classifiers.
Pattern Anal. Appl. 10(3): 189-201 (2007) |
| 2006 |
| 15 |  | 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 |
| 14 |  | 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 |
| 13 |  | Luisa Micó,
Francisco Moreno-Seco,
José Salvador Sánchez,
José Martínez Sotoca,
Ramón Alberto Mollineda:
On the Use of Different Classification Rules in an Editing Task.
SSPR/SPR 2006: 747-754 |
| 12 |  | José Martínez Sotoca,
Ramón Alberto Mollineda,
José Salvador Sánchez:
A meta-learning framework for pattern classification by means of data complexity measures.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 10(29): 31-38 (2006) |
| 2005 |
| 11 |  | Ramón Alberto Mollineda,
José Salvador Sánchez,
José Martínez Sotoca:
Data Characterization for Effective Prototype Selection.
IbPRIA (2) 2005: 27-34 |
| 2004 |
| 10 |  | Ramón Alberto Mollineda:
A Learning Model for Multiple-Prototype Classification of Strings.
ICPR (4) 2004: 420-423 |
| 2003 |
| 9 |  | Ramón Alberto Mollineda,
Enrique Vidal,
Carlos D. Martínez-Hinarejos:
Adaptive Learning for String Classification.
IbPRIA 2003: 564-571 |
| 2002 |
| 8 |  | Francesc J. Ferri,
Ramón Alberto Mollineda,
Enrique Vidal:
An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes.
ICPR (3) 2002: 41-44 |
| 7 |  | Ramón Alberto Mollineda,
Enrique Vidal,
Francisco Casacuberta:
A Windowed Weighted Approach for Approximate Cyclic String Matching.
ICPR (4) 2002: 188-191 |
| 6 |  | Carlos D. Martínez-Hinarejos,
Alfons Juan,
Francisco Casacuberta,
Ramón Alberto Mollineda:
Reducing the Computational Cost of Computing Approximated Median Strings.
SSPR/SPR 2002: 47-55 |
| 5 |  | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
A merge-based condensing strategy for multiple prototype classifiers.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 32(5): 662-668 (2002) |
| 4 |  | Ramón Alberto Mollineda,
Enrique Vidal,
Francisco Casacuberta:
Cyclic Sequence Alignments: Approximate Versus Optimal Techniques.
IJPRAI 16(3): 291-299 (2002) |
| 3 |  | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering.
Pattern Recognition 35(12): 2771-2782 (2002) |
| 2000 |
| 2 |  | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
A Cluster-Based Merging Strategy for Nearest Prototype Classifiers.
ICPR 2000: 2755-2758 |
| 1 |  | Ramón Alberto Mollineda,
Enrique Vidal,
Francisco Casacuberta:
Efficient Techniques for a Very Accurate Measurement of Dissimilarities between Cyclic Patterns.
SSPR/SPR 2000: 337-346 |