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José Salvador Sánchez Vis

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*2009
53EERosa Maria Valdovinos, José Salvador Sánchez: Combining Multiple Classifiers with Dynamic Weighted Voting. HAIS 2009: 510-516
52EEVicente García, Ramón Alberto Mollineda, José Salvador Sánchez: Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions. IbPRIA 2009: 441-448
2008
51EEDamaris Pascual, Filiberto Pla, José Salvador Sánchez: Cluster Stability Assessment Based on Theoretic Information Measures. CIARP 2008: 219-226
50EEFernando Vázquez, José Salvador Sánchez, Filiberto Pla: Learning and Forgetting with Local Information of New Objects. CIARP 2008: 261-268
49EEVicente García, Ramón Alberto Mollineda, José Salvador Sánchez: A New Performance Evaluation Method for Two-Class Imbalanced Problems. SSPR/SPR 2008: 917-925
48EEVicente García, Ramón Alberto Mollineda, José Salvador Sánchez: On the k-NN performance in a challenging scenario of imbalance and overlapping. Pattern Anal. Appl. 11(3-4): 269-280 (2008)
2007
47EEVicente García, José Salvador Sánchez, Ramón Alberto Mollineda: An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets. CIARP 2007: 397-406
46EERoberto 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: 162-169
45EERosa Maria Valdovinos, José Salvador Sánchez: Performance Analysis of Classifier Ensembles: Neural Networks Versus Nearest Neighbor Rule. IbPRIA (1) 2007: 105-112
44EERosa Maria Valdovinos, José Salvador Sánchez, E. Gasca: Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles. IbPRIA (2) 2007: 250-257
43EEVicente García, Ramón Alberto Mollineda, José Salvador Sánchez, Roberto Alejo, José Martínez Sotoca: When Overlapping Unexpectedly Alters the Class Imbalance Effects. IbPRIA (2) 2007: 499-506
42EEJosé 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 37(2): 258-267 (2007)
41EEJosé Salvador Sánchez, Ramón Alberto Mollineda, José Martínez Sotoca: An analysis of how training data complexity affects the nearest neighbor classifiers. Pattern Anal. Appl. 10(3): 189-201 (2007)
2006
40EEVicente 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: 371-378
39EERoberto 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: 464-471
38EEDamaris Pascual, Filiberto Pla, José Salvador Sánchez: Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions. IDEAL 2006: 671-678
37EELuisa 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: 747-754
36EEErendira Rendon, José Salvador Sánchez: Clustering Based on Compressed Data for Categorical and Mixed Attributes. SSPR/SPR 2006: 817-825
35EEJosé Salvador Sánchez, A. I. Marqués: An LVQ-based adaptive algorithm for learning from very small codebooks. Neurocomputing 69(7-9): 922-927 (2006)
34EEM. 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 39(10): 1827-1838 (2006)
33EEFrancesc J. Ferri, José Salvador Sánchez, Filiberto Pla: Complexity reduction in efficient prototype-based classification. Pattern Recognition 39(2): 161-163 (2006)
32EEE. Gasca, José Salvador Sánchez, R. Alonso: Eliminating redundancy and irrelevance using a new MLP-based feature selection method. Pattern Recognition 39(2): 313-315 (2006)
2005
31 Ricardo Barandela, J. K. Hernández, José Salvador Sánchez, Francesc J. Ferri: Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization. CCIA 2005: 215-222
30EERamón Alberto Mollineda, José Salvador Sánchez, José Martínez Sotoca: Data Characterization for Effective Prototype Selection. IbPRIA (2) 2005: 27-34
29EEFernando Vázquez, José Salvador Sánchez, Filiberto Pla: A Stochastic Approach to Wilson's Editing Algorithm. IbPRIA (2) 2005: 35-42
28EERosa Maria Valdovinos, José Salvador Sánchez, Ricardo Barandela: Dynamic and Static Weighting in Classifier Fusion. IbPRIA (2) 2005: 59-66
27EERicardo Barandela, Francesc J. Ferri, José Salvador Sánchez: Decision boundary preserving prototype selection for nearest neighbor classification. IJPRAI 19(6): 787-806 (2005)
2004
26EEJosé Martínez Sotoca, José Salvador Sánchez, Filiberto Pla: Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule. ICPR (3) 2004: 426-429
25EEJosé Salvador Sánchez, José Martínez Sotoca, Filiberto Pla: Efficient nearest neighbor classification with data reduction and fast search algorithms. SMC (5) 2004: 4757-4762
24EERicardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri: The Imbalanced Training Sample Problem: Under or over Sampling? SSPR/SPR 2004: 806
23EEJosé Salvador Sánchez: High training set size reduction by space partitioning and prototype abstraction. Pattern Recognition 37(7): 1561-1564 (2004)
2003
22EEMaría Teresa Lozano, José Salvador Sánchez, Filiberto Pla: Using the Geometrical Distribution of Prototypes for Training Set Condensing. CAEPIA 2003: 618-627
21EERicardo Barandela, E. Rangel, José Salvador Sánchez, Francesc J. Ferri: Restricted Decontamination for the Imbalanced Training Sample Problem. CIARP 2003: 424-431
20EEMaría Teresa Lozano, José Salvador Sánchez, Filiberto Pla: Reducing Training Sets by NCN-based Exploratory Procedures. IbPRIA 2003: 453-461
19EERicardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri: Learning from Imbalanced Sets through Resampling and Weighting. IbPRIA 2003: 80-88
18 José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla: Estimating Feature Weights For Distance-Based Classification. PRIS 2003: 156-166
17EERicardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez: New Applications of Ensembles of Classifiers. Pattern Anal. Appl. 6(3): 245-256 (2003)
16EERicardo Barandela, José Salvador Sánchez, Vicente García, E. Rangel: Strategies for learning in class imbalance problems. Pattern Recognition 36(3): 849-851 (2003)
15EEJosé Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo, Jorge Badenas: Analysis of new techniques to obtain quality training sets. Pattern Recognition Letters 24(7): 1015-1022 (2003)
2002
14EEJosé Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri: On Filtering the Training Prototypes in Nearest Neighbour Classification. CCIA 2002: 239-248
13EEJosé Salvador Sánchez, Filiberto Pla: Advances in Pattern Recognition and Image Analysis - Editorial. IJPRAI 16(3): 273-274 (2002)
2001
12EEJosé Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo: Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. SIBGRAPI 2001: 44-50
2000
11EEBelur V. Dasarathy, José Salvador Sánchez: Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms - Data Dimensionality Effects. ICPR 2000: 2692-2695
10EEJosé Salvador Sánchez, Filiberto Pla, M. C. Herrero: Using the Dual of Proximity Graphs for Binary Decision Tree Design. SSPR/SPR 2000: 482-490
9EEBelur V. Dasarathy, José Salvador Sánchez, S. Townsend: Nearest Neighbour Editing and Condensing Tools-Synergy Exploitation. Pattern Anal. Appl. 3(1): 19-30 (2000)
1999
8EEJosé Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: Learning Vector Quantization With Alternative Distance Criteria. ICIAP 1999: 84-89
1998
7 José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: From the Nearest Neighbour Rule to Decision Trees. IEA/AIE (Vol. 2) 1998: 469-478
6 Francesc J. Ferri, José Salvador Sánchez, Filiberto Pla: Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods. SSPR/SPR 1998: 620-629
5 José Salvador Sánchez: Neighbourhood-Based Learning and Classification: Alternative Methods and Comparative Analysis. AI Commun. 11(1): 77-79 (1998)
4EEJosé Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: Improving the k-NCN classification rule through heuristic modifications. Pattern Recognition Letters 19(13): 1165-1170 (1998)
1997
3 José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers. ICIAP (1) 1997: 206-213
2 José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: On the equivalency between decision tree classifiers and the nearest neighbour rule. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 4: 12-19 (1997)
1EEJosé Salvador Sánchez, Filiberto Pla, Francesc J. Ferri: Prototype selection for the nearest neighbour rule through proximity graphs. Pattern Recognition Letters 18(6): 507-513 (1997)

Coauthor Index

1Roberto Alejo [12] [15] [39] [40] [43] [46]
2R. Alonso [32]
3Jorge Badenas [15]
4Ricardo Barandela [12] [14] [15] [16] [17] [19] [21] [24] [27] [28] [31]
5Belur V. Dasarathy [9] [11]
6Robert P. W. Duin [34]
7Francesc J. Ferri [1] [2] [3] [4] [6] [7] [8] [14] [19] [21] [24] [27] [31] [33]
8Vicente García [16] [19] [39] [40] [43] [46] [47] [48] [49] [52]
9E. Gasca [32] [44]
10J. K. Hernández [31]
11M. C. Herrero [10]
12M. Lozano [34]
13María Teresa Lozano [20] [22]
14A. I. Marqués [12] [15] [35]
15Luisa Micó (María Luisa Micó Andrés) [37]
16Ramón Alberto Mollineda [30] [37] [39] [40] [41] [43] [46] [47] [48] [49] [52]
17Francisco Moreno-Seco [37]
18Damaris Pascual [38] [51]
19Elzbieta Pekalska [34]
20Filiberto Pla [1] [2] [3] [4] [6] [7] [8] [10] [13] [18] [20] [22] [25] [26] [29] [33] [34] [38] [42] [50] [51]
21E. Rangel [16] [21]
22Erendira Rendon [36]
23José Martínez Sotoca [18] [25] [26] [30] [34] [37] [39] [40] [41] [42] [43] [46]
24S. Townsend [9]
25Rosa Maria Valdovinos [17] [24] [28] [44] [45] [53]
26Fernando Vázquez [29] [50]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)