Search results for "Vicente García"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	A. I. Marqués, Vicente García, Javier Salvador Sánchez	Exploring the behaviour of base classifiers in credit scoring ensembles.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	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.	2012	DBLP DOI BibTeX RDF
1	Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda	On the Suitability of Numerical Performance Measures for Class Imbalance Problems.	ICPRAM	2012	DBLP BibTeX RDF
1	Mónica Millán-Giraldo, Vicente García, Javier Salvador Sánchez	Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study.	ICPRAM	2012	DBLP BibTeX RDF
1	Vicente García, Javier Salvador Sánchez, Ramón Alberto Mollineda	Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data.	IbPRIA	2011	DBLP DOI BibTeX RDF
1	Javier Salvador Sánchez, Vicente García, Ramón Alberto Mollineda	Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification.	MLDM	2011	DBLP DOI BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Roberto Alejo, José Martínez Sotoca, Vicente García, Rosa Maria Valdovinos	Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems.	MCPR	2010	DBLP DOI BibTeX RDF
1	Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez	Theoretical Analysis of a Performance Measure for Imbalanced Data.	ICPR	2010	DBLP DOI BibTeX RDF
1	Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda	Exploring the Performance of Resampling Strategies for the Class Imbalance Problem.	IEA/AIE	2010	DBLP DOI BibTeX RDF
1	Vicente García, Maria Mira, Enric Valor, Vicente Caselles, César Coll, Joan Miquel Galve	Angular Dependence of the Emissivity of Bare Soils in the Thermal Infrared.	IGARSS	2009	DBLP DOI BibTeX RDF
1	Laura Cleofas, Rosa Maria Valdovinos, Vicente García, Roberto Alejo	Use of Ensemble Based on GA for Imbalance Problem.	ISNN	2009	DBLP DOI BibTeX RDF	Genetic Algorithm, Modular Neural Network, Nearest Neighbor Rule, Imbalance
1	Raúl Martín, Ramón Alberto Mollineda, Vicente García	Melodic Track Identification in MIDI Files Considering the Imbalanced Context.	IbPRIA	2009	DBLP DOI BibTeX RDF	Melody finding, classification, music information retrieval, class imbalance problem
1	Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez	Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions.	IbPRIA	2009	DBLP DOI BibTeX RDF
1	Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez	On the k-NN performance in a challenging scenario of imbalance and overlapping.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Nearest neighbour rule, Class overlap, Local and global learning, Overall imbalance ratio, Local imbalance ratio, Imbalanced data
1	Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez	A New Performance Evaluation Method for Two-Class Imbalanced Problems.	SSPR/SPR	2008	DBLP DOI BibTeX RDF	learning, performance measure, Imbalance
1	Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda	An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets.	CIARP	2007	DBLP DOI BibTeX RDF	performance measures, classifiers, overlapping, Imbalance
1	Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez, Roberto Alejo, José Martínez Sotoca	When Overlapping Unexpectedly Alters the Class Imbalance Effects.	IbPRIA	2007	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	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	DBLP DOI BibTeX RDF
1	Ricardo Barandela, José Salvador Sánchez, Vicente García, E. Rangel	Strategies for learning in class imbalance problems.	Pattern Recognition	2003	DBLP DOI BibTeX RDF
1	Ricardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri	Learning from Imbalanced Sets through Resampling and Weighting.	IbPRIA	2003	DBLP DOI BibTeX RDF

Publications of "Vicente García" ( http://dblp.L3S.de/Authors/Vicente_García )