Search results for "José Martínez Sotoca"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Henry Anaya-Sánchez, José Martínez Sotoca, Adolfo Martínez Usó	Semi-Supervised Learning from a Translation Model between Data Distributions.	IJCAI	2011	DBLP BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez	Semi-supervised Classification by Probabilistic Relaxation.	CIARP	2011	DBLP DOI BibTeX RDF
1	Roberto Alejo, P. Toribio, José Martínez Sotoca, Rosa Maria Valdovinos, Eduardo Gasca	Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context.	ISNN	2011	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez	Semi-supervised Probabilistic Relaxation for Image Segmentation.	IbPRIA	2011	DBLP DOI BibTeX RDF
1	Pedro Latorre Carmona, José Martínez Sotoca, Filiberto Pla, Frederick K. H. Phoa, José M. Bioucas-Dias	Feature Selection in Regression Tasks Using Conditional Mutual Information.	IbPRIA	2011	DBLP DOI BibTeX RDF
1	Carlos Serra-Toro, V. Javier Traver, Raúl Montoliu, José Martínez Sotoca	On the Importance of the Grid Size for Gender Recognition using Full Body Static Images.	VISAPP	2011	DBLP 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	José Martínez Sotoca, Filiberto Pla	Supervised feature selection by clustering using conditional mutual information-based distances.	Pattern Recognition	2010	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	Roberto Alejo, José Martínez Sotoca, Rosa Maria Valdovinos, P. Toribio	Edited Nearest Neighbor Rule for Improving Neural Networks Classifications.	ISNN	2010	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca	A Semi-supervised Gaussian Mixture Model for Image Segmentation.	ICPR	2010	DBLP DOI BibTeX RDF
1	Roberto Alejo, José Martínez Sotoca, Rosa Maria Valdovinos, Gustavo A. Casañ	The Multi-Class Imbalance Problem: Cost Functions with Modular and Non-Modular Neural Networks.	ISNN	2009	DBLP DOI BibTeX RDF
1	Ianisse Quinzán, José Martínez Sotoca, Filiberto Pla	Clustering-Based Feature Selection in Semi-supervised Problems.	ISDA	2009	DBLP DOI BibTeX RDF
1	Roberto Alejo, José Martínez Sotoca, Gustavo A. Casañ	An Empirical Study for the Multi-class Imbalance Problem with Neural Networks.	CIARP	2008	DBLP DOI BibTeX RDF	Multi-class imbalance, backpropagation, cost function
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla	From Narrow to Broad Band Design and Selection in Hyperspectral Images.	ICIAR	2008	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla	Clustering-Based Hyperspectral Band Selection Using Information Measures.	IEEE T. Geoscience and Remote Sensing	2007	DBLP DOI BibTeX RDF
1	José Martínez Sotoca, Filiberto Pla, José Salvador Sánchez	Band Selection in Multispectral Images by Minimization of Dependent Information.	IEEE Transactions on Systems, Man, and Cybernetics, Part C	2007	DBLP DOI BibTeX RDF
1	José Salvador Sánchez, Ramón Alberto Mollineda, José Martínez Sotoca	An analysis of how training data complexity affects the nearest neighbor classifiers.	Pattern Anal. Appl.	2007	DBLP DOI BibTeX RDF
1	Pedro Latorre Carmona, Reiner Lenz, Filiberto Pla, José Martínez Sotoca	Affine Illumination Compensation for Multispectral Images.	SCIA	2007	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla	Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging.	IbPRIA	2007	DBLP DOI BibTeX RDF
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	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	2006	DBLP BibTeX RDF
1	M. Lozano, José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla, Elzbieta Pekalska, Robert P. W. Duin	Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces.	Pattern Recognition	2006	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla, José Martínez Sotoca	Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.	CIARP	2006	DBLP DOI BibTeX RDF
1	Y. Santiesteban, J. M. Sanchiz, José Martínez Sotoca	A Method for Detection and Modeling of the Human Spine Based on Principal Curvatures.	CIARP	2006	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Pedro García-Sevilla	Clustering-based multispectral band selection using mutual information.	ICPR	2006	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	José Martínez Sotoca, Filiberto Pla	Hyperspectral Data Selection from Mutual Information Between Image Bands.	SSPR/SPR	2006	DBLP DOI BibTeX RDF	unsupervised feature selection, mutual information, Multispectral images, deterministic annealing
1	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	DBLP DOI BibTeX RDF	classification, Pattern recognition, nearest neighbor, editing, prototype selection
1	Ramón Alberto Mollineda, José Salvador Sánchez, José Martínez Sotoca	Data Characterization for Effective Prototype Selection.	IbPRIA	2005	DBLP DOI BibTeX RDF
1	José Salvador Sánchez, José Martínez Sotoca, Filiberto Pla	Efficient nearest neighbor classification with data reduction and fast search algorithms.	SMC	2004	DBLP DOI BibTeX RDF
1	José Martínez Sotoca, Filiberto Pla, Arnoud C. Klaren	Unsupervised Band Selection for Multispectral Images using Information Theory.	ICPR	2004	DBLP DOI BibTeX RDF
1	José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla	Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule.	ICPR	2004	DBLP DOI BibTeX RDF
1	José Martínez Sotoca, Mateo Buendía Gómez, José Manuel Iñesta Quereda, Francesc J. Ferri	Geometric Properties of the 3D Spine Curve.	IbPRIA	2003	DBLP DOI BibTeX RDF	Biomedical pattern analysis, image analysis, structured light
1	José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla	Estimating Feature Weights For Distance-Based Classification.	PRIS	2003	DBLP BibTeX RDF
1	José Martínez Sotoca, Francesc J. Ferri, Juan Gutierrez, Paolo Remagnino, Graeme A. Jones	Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling Techniques.	VIIP	2001	DBLP BibTeX RDF

Publications of "José Martínez Sotoca" ( http://dblp.L3S.de/Authors/José_Martínez_Sotoca )