Usability Study of a Kinect-Based Rehabilitation Tool for the Upper Limbs

Gabriel Fuertes Muñoz , Jesús Gallardo Casero , Ramón A. Mollineda Cárdenas
world conference on information systems and technologies 755 -763

3
2019
Assessing the Effect of Crossing Databases on Global and Local Approaches for Face Gender Classification

Yasmina Andreu Cabedo , Ramón A. Mollineda Cárdenas , Pedro García-Sevilla
computer analysis of images and patterns 204 -211

2013
A Complexity Measure of Gait Perception

Javier Ortells Lorenzo , Raúl Martín-Félez , Ramón A. Mollineda Cárdenas
iberian conference on pattern recognition and image analysis 492 -499

1
2013
An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering

R.A. Mollineda , F.J. Ferri , E. Vidal
Pattern Recognition 35 ( 12) 2771 -2782

51
2002
A merge-based condensing strategy for multiple prototype classifiers

R.A. Mollineda , F.J. Ferri , E. Vidal
systems man and cybernetics 32 ( 5) 662 -668

7
2002
A cluster-based merging strategy for nearest prototype classifiers

R.A. Mollineda , F.J. Ferri , E. Vidal
international conference on pattern recognition 2 755 -758

4
2000
A windowed weighted approach for approximate cyclic string matching

R.A. Mollineda , E. Vidal , F. Casacuberta
international conference on pattern recognition 4 188 -191

13
2002
An experimental comparison between consistency-based and adaptive prototype replacement schemes

F.J. Ferri , R.A. Mollineda , E. Vidal
international conference on pattern recognition 3 30041 -30041

1
2002
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance

V. García , J.S. Sánchez , R.A. Mollineda
Knowledge Based Systems 25 ( 1) 13 -21

347
2012
On the use of surrounding neighbors for synthetic over-sampling of the minority class

V. García , R. A. Mollineda , J. S. Sánchez
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization 389 -394

8
2008
Exploring the effects of video length on gait recognition

R. Martin-Felez , J. Ortells , R. A. Mollineda
international conference on pattern recognition 3411 -3414

5
2012
When Overlapping Unexpectedly Alters the Class Imbalance Effects

V. García , R. A. Mollineda , J. S. Sánchez , R. Alejo
iberian conference on pattern recognition and image analysis 499 -506

15
2007
Improving the performance of the RBF neural networks trained with imbalanced samples

R. Alejo , V. García , J. M. Sotoca , R. A. Mollineda
international work-conference on artificial and natural neural networks 162 -169

30
2007
Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification

J. S. Sánchez , V. García , R. A. Mollineda
Machine Learning and Data Mining in Pattern Recognition 511 -523

4
2011
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples

Roberto Alejo , Vicente Garcia , José Martínez Sotoca , Ramón Alberto Mollineda
Intelligent Data Engineering and Automated Learning – IDEAL 2006 464 -471

16
2006
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification

V. García , R. Alejo , J. S. Sánchez , J. M. Sotoca
Intelligent Data Engineering and Automated Learning – IDEAL 2006 371 -378

42
2006
Efficient Techniques for a Very Accurate Measurement of Dissimilarities between Cyclic Patterns

R. A. Mollineda , E. Vidal , F. Casacuberta
Lecture Notes in Computer Science 337 -346

10
2000
An analysis of how training data complexity affects the nearest neighbor classifiers

J. S. Sánchez , R. A. Mollineda , J. M. Sotoca
Pattern Analysis and Applications 10 ( 3) 189 -201

65
2007
On the k -NN performance in a challenging scenario of imbalance and overlapping

V. García , R. A. Mollineda , J. S. Sánchez
Pattern Analysis and Applications 11 ( 3) 269 -280

136
2008
Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions

V. García , R. A. Mollineda , J. S. Sánchez
Pattern Recognition and Image Analysis 441 -448

175
2009