Ramón Alberto Mollineda

Proceedings of the Trends in Applied Intelligent Systems, 2010

Towards a More Realistic Appearance-Based Gait Representation for Gender Recognition.

[BibT_eX]

[DOI]

Raúl Martín-Félez

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Theoretical Analysis of a Performance Measure for Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Melodic Track Identification in MIDI Files Considering the Imbalanced Context.

[BibT_eX]

[DOI]

Raúl Martín

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

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

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Gender Recognition from a Partial View of the Face Using Local Feature Vectors.

[BibT_eX]

[DOI]

Pedro García-Sevilla

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Dealing with Inaccurate Face Detection for Automatic Gender Recognition with Partially Occluded Faces.

[BibT_eX]

[DOI]

Pedro García-Sevilla

Proceedings of the Progress in Pattern Recognition, 2009

On the Suitability of Combining Feature Selection and Resampling to Manage Data Complexity.

[BibT_eX]

[DOI]

Raúl Martín-Félez

Proceedings of the Current Topics in Artificial Intelligence, 2009

2008

On the <i>k</i>-NN performance in a challenging scenario of imbalance and overlapping.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2008

A New Performance Evaluation Method for Two-Class Imbalanced Problems.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

The Role of Face Parts in Gender Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

On the Complementarity of Face Parts for Gender Recognition.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2008

2007

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

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2007

Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples.

[BibT_eX]

[DOI]

Proceedings of the Computational and Ambient Intelligence, 2007

When Overlapping Unexpectedly Alters the Class Imbalance Effects.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2007

2006

A meta-learning framework for pattern classification by means of data complexity measures.

[BibT_eX]

[DOI]

Inteligencia Artif., 2006

On the Use of Different Classification Rules in an Editing Task.

[BibT_eX]

[DOI]

Luisa Micó

Francisco Moreno-Seco

Proceedings of the Structural, 2006

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

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

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

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2005

Data Characterization for Effective Prototype Selection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004

A Learning Model for Multiple-Prototype Classification of Strings.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Adaptive Learning for String Classification.

[BibT_eX]

[DOI]

Carlos D. Martínez-Hinarejos

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002

A merge-based condensing strategy for multiple prototype classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2002

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

[BibT_eX]

[DOI]

Pattern Recognit., 2002

Cyclic Sequence Alignments: Approximate Versus Optimal Techniques.

[BibT_eX]

[DOI]

Carlos D. Martínez-Hinarejos

Int. J. Pattern Recognit. Artif. Intell., 2002

Reducing the Computational Cost of Computing Approximated Median Strings.

[BibT_eX]

[DOI]

Alfons Juan

Proceedings of the Structural, 2002

A Windowed Weighted Approach for Approximate Cyclic String Matching.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

A Cluster-Based Merging Strategy for Nearest Prototype Classifiers.

[BibT_eX]

[DOI]