Search the dblp DataBase
José Salvador Sánchez :
[Publications ]
[Author Rank by year ]
[Co-authors ]
[Prefers ]
[Cites ]
[Cited by ]
Publications of Author
María Teresa Lozano , José Salvador Sánchez , Filiberto Pla Using the Geometrical Distribution of Prototypes for Training Set Condensing. [Citation Graph (0, 0)][DBLP ] CAEPIA, 2003, pp:618-627 [Conf ] José Salvador Sánchez , Ricardo Barandela , Francesc J. Ferri On Filtering the Training Prototypes in Nearest Neighbour Classification. [Citation Graph (0, 0)][DBLP ] CCIA, 2002, pp:239-248 [Conf ] Ricardo Barandela , E. Rangel , José Salvador Sánchez , Francesc J. Ferri Restricted Decontamination for the Imbalanced Training Sample Problem. [Citation Graph (0, 0)][DBLP ] CIARP, 2003, pp:424-431 [Conf ] Ricardo Barandela , José Salvador Sánchez , V. García , Francesc J. Ferri Learning from Imbalanced Sets through Resampling and Weighting. [Citation Graph (0, 0)][DBLP ] IbPRIA, 2003, pp:80-88 [Conf ] María Teresa Lozano , José Salvador Sánchez , Filiberto Pla Reducing Training Sets by NCN-based Exploratory Procedures. [Citation Graph (0, 0)][DBLP ] IbPRIA, 2003, pp:453-461 [Conf ] Ramón Alberto Mollineda , José Salvador Sánchez , José Martínez Sotoca Data Characterization for Effective Prototype Selection. [Citation Graph (0, 0)][DBLP ] IbPRIA (2), 2005, pp:27-34 [Conf ] Rosa M. Valdovinos , José Salvador Sánchez , Ricardo Barandela Dynamic and Static Weighting in Classifier Fusion. [Citation Graph (0, 0)][DBLP ] IbPRIA (2), 2005, pp:59-66 [Conf ] Fernando Vázquez , José Salvador Sánchez , Filiberto Pla A Stochastic Approach to Wilson's Editing Algorithm. [Citation Graph (0, 0)][DBLP ] IbPRIA (2), 2005, pp:35-42 [Conf ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers. [Citation Graph (0, 0)][DBLP ] ICIAP (1), 1997, pp:206-213 [Conf ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri Learning Vector Quantization With Alternative Distance Criteria. [Citation Graph (0, 0)][DBLP ] ICIAP, 1999, pp:84-89 [Conf ] Belur V. Dasarathy , José Salvador Sánchez Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms - Data Dimensionality Effects. [Citation Graph (0, 0)][DBLP ] ICPR, 2000, pp:2692-2695 [Conf ] José Martínez Sotoca , José Salvador Sánchez , Filiberto Pla Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule. [Citation Graph (0, 0)][DBLP ] ICPR (3), 2004, pp:426-429 [Conf ] Roberto Alejo , V. García , José Martínez Sotoca , Ramón Alberto Mollineda , José Salvador Sánchez Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:464-471 [Conf ] V. García , Roberto Alejo , José Salvador Sánchez , José Martínez Sotoca , Ramón Alberto Mollineda Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:371-378 [Conf ] Damaris Pascual , Filiberto Pla , José Salvador Sánchez Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:671-678 [Conf ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri From the Nearest Neighbour Rule to Decision Trees. [Citation Graph (0, 0)][DBLP ] IEA/AIE (Vol. 2), 1998, pp:469-478 [Conf ] José Martínez Sotoca , José Salvador Sánchez , Filiberto Pla Estimating Feature Weights For Distance-Based Classification. [Citation Graph (0, 0)][DBLP ] PRIS, 2003, pp:156-166 [Conf ] José Salvador Sánchez , Ricardo Barandela , A. I. Marqués , Roberto Alejo Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. [Citation Graph (0, 0)][DBLP ] SIBGRAPI, 2001, pp:44-50 [Conf ] José Salvador Sánchez , José Martínez Sotoca , Filiberto Pla Efficient nearest neighbor classification with data reduction and fast search algorithms. [Citation Graph (0, 0)][DBLP ] SMC (5), 2004, pp:4757-4762 [Conf ] Ricardo Barandela , Rosa M. Valdovinos , José Salvador Sánchez , Francesc J. Ferri The Imbalanced Training Sample Problem: Under or over Sampling? [Citation Graph (0, 0)][DBLP ] SSPR/SPR, 2004, pp:806- [Conf ] Francesc J. Ferri , José Salvador Sánchez , Filiberto Pla Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods. [Citation Graph (0, 0)][DBLP ] SSPR/SPR, 1998, pp:620-629 [Conf ] 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. [Citation Graph (0, 0)][DBLP ] SSPR/SPR, 2006, pp:747-754 [Conf ] Erendira Rendon , José Salvador Sánchez Clustering Based on Compressed Data for Categorical and Mixed Attributes. [Citation Graph (0, 0)][DBLP ] SSPR/SPR, 2006, pp:817-825 [Conf ] José Salvador Sánchez , Filiberto Pla , M. C. Herrero Using the Dual of Proximity Graphs for Binary Decision Tree Design. [Citation Graph (0, 0)][DBLP ] SSPR/SPR, 2000, pp:482-490 [Conf ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri On the equivalency between decision tree classifiers and the nearest neighbour rule. [Citation Graph (0, 0)][DBLP ] Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1997, v:4, n:, pp:12-19 [Journal ] José Salvador Sánchez Neighbourhood-Based Learning and Classification: Alternative Methods and Comparative Analysis. [Citation Graph (0, 0)][DBLP ] AI Commun., 1998, v:11, n:1, pp:77-79 [Journal ] José Salvador Sánchez , A. I. Marqués An LVQ-based adaptive algorithm for learning from very small codebooks. [Citation Graph (0, 0)][DBLP ] Neurocomputing, 2006, v:69, n:7-9, pp:922-927 [Journal ] Ricardo Barandela , Francesc J. Ferri , José Salvador Sánchez Decision boundary preserving prototype selection for nearest neighbor classification. [Citation Graph (0, 0)][DBLP ] IJPRAI, 2005, v:19, n:6, pp:787-806 [Journal ] José Salvador Sánchez , Filiberto Pla Advances in Pattern Recognition and Image Analysis - Editorial. [Citation Graph (0, 0)][DBLP ] IJPRAI, 2002, v:16, n:3, pp:273-274 [Journal ] Belur V. Dasarathy , José Salvador Sánchez , S. Townsend Nearest Neighbour Editing and Condensing Tools-Synergy Exploitation. [Citation Graph (0, 0)][DBLP ] Pattern Anal. Appl., 2000, v:3, n:1, pp:19-30 [Journal ] Ricardo Barandela , José Salvador Sánchez , V. García , E. Rangel Strategies for learning in class imbalance problems. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2003, v:36, n:3, pp:849-851 [Journal ] Francesc J. Ferri , José Salvador Sánchez , Filiberto Pla Complexity reduction in efficient prototype-based classification. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2006, v:39, n:2, pp:161-163 [Journal ] José Salvador Sánchez High training set size reduction by space partitioning and prototype abstraction. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2004, v:37, n:7, pp:1561-1564 [Journal ] 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. [Citation Graph (0, 0)][DBLP ] Pattern Recognition, 2006, v:39, n:10, pp:1827-1838 [Journal ] José Salvador Sánchez , Ricardo Barandela , A. I. Marqués , Roberto Alejo , Jorge Badenas Analysis of new techniques to obtain quality training sets. [Citation Graph (0, 0)][DBLP ] Pattern Recognition Letters, 2003, v:24, n:7, pp:1015-1022 [Journal ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri Prototype selection for the nearest neighbour rule through proximity graphs. [Citation Graph (0, 0)][DBLP ] Pattern Recognition Letters, 1997, v:18, n:6, pp:507-513 [Journal ] José Salvador Sánchez , Filiberto Pla , Francesc J. Ferri Improving the k-NCN classification rule through heuristic modifications. [Citation Graph (0, 0)][DBLP ] Pattern Recognition Letters, 1998, v:19, n:13, pp:1165-1170 [Journal ] V. García , Ramón Alberto Mollineda , José Salvador Sánchez , Roberto Alejo , José Martínez Sotoca When Overlapping Unexpectedly Alters the Class Imbalance Effects. [Citation Graph (0, 0)][DBLP ] IbPRIA (2), 2007, pp:499-506 [Conf ] Rosa M. Valdovinos , J. S. Sánchez Performance Analysis of Classifier Ensembles: Neural Networks Versus Nearest Neighbor Rule. [Citation Graph (0, 0)][DBLP ] IbPRIA (1), 2007, pp:105-112 [Conf ] Rosa M. Valdovinos , J. S. Sánchez , E. Gasca Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles. [Citation Graph (0, 0)][DBLP ] IbPRIA (2), 2007, pp:250-257 [Conf ] Roberto Alejo , V. García , José Martínez Sotoca , Ramón Alberto Mollineda , José Salvador Sánchez Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples. [Citation Graph (0, 0)][DBLP ] IWANN, 2007, pp:162-169 [Conf ] José Salvador Sánchez , Ramón Alberto Mollineda , José Martínez Sotoca An analysis of how training data complexity affects the nearest neighbor classifiers. [Citation Graph (0, 0)][DBLP ] Pattern Anal. Appl., 2007, v:10, n:3, pp:189-201 [Journal ] José Martínez Sotoca , Filiberto Pla , José Salvador Sánchez Band Selection in Multispectral Images by Minimization of Dependent Information. [Citation Graph (0, 0)][DBLP ] IEEE Transactions on Systems, Man, and Cybernetics, Part C, 2007, v:37, n:2, pp:258-267 [Journal ] Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization. [Citation Graph (, )][DBLP ] Learning and Forgetting with Local Information of New Objects. [Citation Graph (, )][DBLP ] An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets. [Citation Graph (, )][DBLP ] Cluster Stability Assessment Based on Theoretic Information Measures. [Citation Graph (, )][DBLP ] Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions. [Citation Graph (, )][DBLP ] Class-dependant resampling for medical applications. [Citation Graph (, )][DBLP ] A New Performance Evaluation Method for Two-Class Imbalanced Problems. [Citation Graph (, )][DBLP ] Combining Multiple Classifiers with Dynamic Weighted Voting. [Citation Graph (, )][DBLP ] Search in 0.003secs, Finished in 0.453secs