| 2019 | IBPRIA | Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure. | Vicente Garca, Jos Salvador Snchez, Alberto Ochoa Ortz, Abraham Lpez-Najera |
| 2018 | CIARP | A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition. | Carlos Ramrez Pia, Jos Salvador Snchez, Rosa Mara Valdovinos Rosas, Jos Antonio Hernndez Servn |
| 2017 | IBPRIA | An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification. | Vicente Garca, Jos Salvador Snchez, Laura Cleofas-Snchez, Humberto de Jess Ochoa Domnguez, Francisco Lpez-Orozco |
| 2016 | HAIS | Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings. | Vicente Garca, Ana Isabel Marqus, Laura Cleofas-Snchez, Jos Salvador Snchez |
| 2015 | IBPRIA | Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise. | Vicente Garca, Jos Salvador Snchez, Humberto de Jess Ochoa Domnguez, Laura Cleofas-Snchez |
| 2014 | FIE | Designing serious games for learning support in medicine studies: A specific method to elicit and formalize requirements. | Oscar Colteli, Ximo Grandi, Ricardo Tosca, Pedro Latorre-Carmona, Jos Salvador Snchez, Luis Vicente Lizan, Francisco Ros-Bernal, Conrrado Martinez-Cadenas |
| 2012 | ICCVG | Gender Classification from Pose-Based GEIs. | Ral Martn-Flez, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2012 | ICONIP | Improving Risk Predictions by Preprocessing Imbalanced Credit Data. | Vicente Garca, Ana Isabel Marqus, Jos Salvador Snchez |
| 2012 | ICONIP | Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods. | Jos Salvador Snchez, Vicente Garca, Ana Isabel Marqus |
| 2012 | ICPRAM | On the Suitability of Numerical Performance Measures for Class Imbalance Problems. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2012 | ICPRAM | Efficient Gait-based Gender Classification through Feature Selection. | Ral Martn-Flez, Javier Ortells, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2012 | ICPRAM | Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. | Mnica Milln-Giraldo, Vicente Garca, Jos Salvador Snchez |
| 2012 | SSPR | One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices. | Mnica Milln-Giraldo, Vicente Garca, Jos Salvador Snchez |
| 2011 | IBPRIA | Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2011 | IBPRIA | Human Recognition Based on Gait Poses. | Ral Martn-Flez, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2011 | IBPRIA | On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning. | Mnica Milln-Giraldo, Vicente Javier Traver, Jos Salvador Snchez |
| 2010 | ICMLA | A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Relevance Influence. | Mnica Milln-Giraldo, Jos Salvador Snchez, V. Javier Traver |
| 2010 | ICPR | Theoretical Analysis of a Performance Measure for Imbalanced Data. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2010 | ICPR | Towards a More Realistic Appearance-Based Gait Representation for Gender Recognition. | Ral Martn-Flez, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2009 | HAIS | Combining Multiple Classifiers with Dynamic Weighted Voting. | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2009 | IBPRIA | Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2009 | ICONIP | Exploring Early Classification Strategies of Streaming Data with Delayed Attributes. | Mnica Milln-Giraldo, Jos Salvador Snchez, V. Javier Traver |
| 2008 | CIARP | Cluster Stability Assessment Based on Theoretic Information Measures. | Damaris Pascual, Filiberto Pla, Jos Salvador Snchez |
| 2008 | CIARP | Learning and Forgetting with Local Information of New Objects. | Fernando Vzquez, Jos Salvador Snchez, Filiberto Pla |
| 2008 | SSPR | A New Performance Evaluation Method for Two-Class Imbalanced Problems. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2007 | CIARP | An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets. | Vicente Garca, Jos Salvador Snchez, Ramn Alberto Mollineda |
| 2007 | IBPRIA | When Overlapping Unexpectedly Alters the Class Imbalance Effects. | Vicente Garca, Ramn Alberto Mollineda, Jos Salvador Snchez, Roberto Alejo, Jos Martnez Sotoca |
| 2007 | IBPRIA | Performance Analysis of Classifier Ensembles: Neural Networks | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2007 | IBPRIA | Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles. | Rosa Maria Valdovinos, Jos Salvador Snchez, Eduardo Gasca |
| 2007 | IWANN | Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples. | Roberto Alejo, Vicente Garca, Jos Martnez Sotoca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2006 | IDEAL | Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples. | Roberto Alejo, Vicente Garca, Jos Martnez Sotoca, Ramn Alberto Mollineda, Jos Salvador Snchez |
| 2006 | IDEAL | Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification. | Vicente Garca, Roberto Alejo, Jos Salvador Snchez, Jos Martnez Sotoca, Ramn Alberto Mollineda |
| 2006 | IDEAL | Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions. | Damaris Pascual, Filiberto Pla, Jos Salvador Snchez |
| 2006 | SSPR | On the Use of Different Classification Rules in an Editing Task. | Luisa Mic, Francisco Moreno-Seco, Jos Salvador Snchez, Jos Martnez Sotoca, Ramn Alberto Mollineda |
| 2006 | SSPR | Clustering Based on Compressed Data for Categorical and Mixed Attributes. | Erndira Rendn, Jos Salvador Snchez |
| 2005 | IBPRIA | Data Characterization for Effective Prototype Selection. | Ramn Alberto Mollineda, Jos Salvador Snchez, Jos Martnez Sotoca |
| 2005 | IBPRIA | Dynamic and Static Weighting in Classifier Fusion. | Rosa Maria Valdovinos, Jos Salvador Snchez, Ricardo Barandela |
| 2005 | IBPRIA | A Stochastic Approach to Wilson's Editing Algorithm. | Fernando Vzquez, Jos Salvador Snchez, Filiberto Pla |
| 2005 | ICMLA | Class-dependant resampling for medical applications. | Rosa Maria Valdovinos, Jos Salvador Snchez |
| 2004 | ICPR | Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule. | Jos Martnez Sotoca, Jos Salvador Snchez, Filiberto Pla |
| 2004 | SMC | Efficient nearest neighbor classification with data reduction and fast search algorithms. | Jos Salvador Snchez, Jos Martnez Sotoca, Filiberto Pla |
| 2004 | SSPR | The Imbalanced Training Sample Problem: Under or over Sampling? | Ricardo Barandela, Rosa Maria Valdovinos, Jos Salvador Snchez, Francesc J. Ferri |
| 2003 | CIARP | Restricted Decontamination for the Imbalanced Training Sample Problem. | Ricardo Barandela, E. Rangel, Jos Salvador Snchez, Francesc J. Ferri |
| 2003 | IBPRIA | Learning from Imbalanced Sets through Resampling and Weighting. | Ricardo Barandela, Jos Salvador Snchez, Vicente Garca, Francesc J. Ferri |
| 2003 | IBPRIA | Reducing Training Sets by NCN-based Exploratory Procedures. | Mara Teresa Lozano, Jos Salvador Snchez, Filiberto Pla |
| 2001 | ETFA | An integral automation of industrial fruit and vegetable sorting by machine vision. | Filiberto Pla, Jos Miguel Sanchiz Mart, Jos Salvador Snchez |
| 2000 | ICPR | Tandem Fusion of Nearest Neighbor Editing and Condensing Algorithms - Data Dimensionality Effects. | Belur V. Dasarathy, Jos Salvador Snchez |
| 2000 | SSPR | Using the Dual of Proximity Graphs for Binary Decision Tree Design. | Jos Salvador Snchez, Filiberto Pla, M. C. Herrero |
| 1999 | ICIAP | Learning Vector Quantization With Alternative Distance Criteria. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |
| 1998 | ICPR | A Voronoi-diagram-based approach to oblique decision tree induction. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |
| 1998 | SSPR | Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods. | Francesc J. Ferri, Jos Salvador Snchez, Filiberto Pla |
| 1997 | ICIAP | Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |