José Salvador Sánchez

103 papers B 3C 11Misc 13Journal 38Unranked 36
YearRankTypeTitle / Venue / Authors
2021 J jnl
DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem.
Expert Syst. Appl.
Angélica Guzmán-Ponce, José Salvador Sánchez, Rosa Maria Valdovinos, José Raymundo Marcial-Romero
2020 J jnl
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019.
Pattern Recognit. Lett.
Manuel J. Marín-Jiménez, Aythami Morales, Julian Fiérrez, Antonio Pertusa, Hugo Proença, José Salvador Sánchez
2020 J jnl
Ranking-based MCDM models in financial management applications: analysis and emerging challenges.
Prog. Artif. Intell.
Ana Isabel Marqués, Vicente García, José Salvador Sánchez
2019 J jnl
Empirical Study of the Associative Approach in the Context of Classification Problems.
Computación y Sistemas
Laura Cleofas-Sánchez, Anabel Pineda-Briseño, Rosa María Valdovinos Rosas, José Salvador Sánchez, Vicente García Jiménez, Oscar Camacho Nieto, Héctor M. Pérez Meana, Mariko Nakano-Miyatake
2019 — conf
Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure.
IbPRIA (1)
Vicente García, José Salvador Sánchez, Alberto Ochoa Ortíz, Abraham López-Najera
2019 J jnl
Online reconstruction-free single-pixel image classification.
Image Vis. Comput.
Pedro Latorre-Carmona, V. Javier Traver, José Salvador Sánchez, Enrique Tajahuerce
2019 — ed.
Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I
IbPRIA (1)
Aythami Morales, Julian Fiérrez, José Salvador Sánchez, Bernardete Ribeiro
2019 — ed.
Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part II
IbPRIA (2)
Aythami Morales, Julian Fiérrez, José Salvador Sánchez, Bernardete Ribeiro
2018 C conf
A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition.
CIARP
Carlos Ramírez Piña, José Salvador Sánchez, Rosa María Valdovinos Rosas, José Antonio Hernández Servín
2017 Misc conf
An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification.
IbPRIA
Vicente García, José Salvador Sánchez, Laura Cleofas-Sánchez, Humberto de Jesús Ochoa Domínguez, Francisco López-Orozco
2016 J jnl
Associative learning on imbalanced environments: An empirical study.
Expert Syst. Appl.
Laura Cleofas-Sánchez, José Salvador Sánchez, Vicente García, Rosa M. Valdovinos R.
2016 J jnl
Financial distress prediction using the hybrid associative memory with translation.
Appl. Soft Comput.
Laura Cleofas-Sánchez, Vicente García, A. I. Marqués, José Salvador Sánchez
2016 Misc conf
Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings.
HAIS
Vicente García, Ana Isabel Marqués, Laura Cleofas-Sánchez, José Salvador Sánchez
2015 J jnl
An insight into the experimental design for credit risk and corporate bankruptcy prediction systems.
J. Intell. Inf. Syst.
Vicente García, Ana Isabel Marqués, José Salvador Sánchez
2015 Misc conf
Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise.
IbPRIA
Vicente García, José Salvador Sánchez, Humberto de Jesús Ochoa Domínguez, Laura Cleofas-Sánchez
2015 J jnl
Mapping microarray gene expression data into dissimilarity spaces for tumor classification.
Inf. Sci.
Vicente García, José Salvador Sánchez
2014 J jnl
A bias correction function for classification performance assessment in two-class imbalanced problems.
Knowl. Based Syst.
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez
2014 C conf
Designing serious games for learning support in medicine studies: A specific method to elicit and formalize requirements.
FIE
Oscar Colteli, Ximo Grandi, Ricardo Tosca, Pedro Latorre-Carmona, José Salvador Sánchez, Luis Vicente Lizan, Francisco Ros-Bernal, Conrrado Martinez-Cadenas
2013 J jnl
A literature review on the application of evolutionary computing to credit scoring.
J. Oper. Res. Soc.
A. I. Marqués, Vicente García, José Salvador Sánchez
2013 — conf
Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study.
MCPR
Laura Cleofas-Sánchez, Vicente García, Raúl Martín-Félez, Rosa M. Valdovinos R., José Salvador Sánchez, Oscar Camacho Nieto
2013 J jnl
On the suitability of resampling techniques for the class imbalance problem in credit scoring.
J. Oper. Res. Soc.
Ana Isabel Marqués, Vicente García, José Salvador Sánchez
2012 — conf
Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods.
ICONIP (2)
José Salvador Sánchez, Vicente García, Ana Isabel Marqués
2012 — conf
Efficient Gait-based Gender Classification through Feature Selection.
ICPRAM (2)
Raúl Martín-Félez, Javier Ortells, Ramón Alberto Mollineda, José Salvador Sánchez
2012 J jnl
Exploring the behaviour of base classifiers in credit scoring ensembles.
Expert Syst. Appl.
A. I. Marqués, Vicente García, José Salvador Sánchez
2012 Misc conf
Gender Classification from Pose-Based GEIs.
ICCVG
Raúl Martín-Félez, Ramón Alberto Mollineda, José Salvador Sánchez
2012 — conf
Improving Risk Predictions by Preprocessing Imbalanced Credit Data.
ICONIP (2)
Vicente García, Ana Isabel Marqués, José Salvador Sánchez
2012 — conf
On the Suitability of Numerical Performance Measures for Class Imbalance Problems.
ICPRAM (1)
Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda
2012 J jnl
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance.
Knowl. Based Syst.
Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda
2012 J jnl
On the use of data filtering techniques for credit risk prediction with instance-based models.
Expert Syst. Appl.
Vicente García, A. I. Marqués, José Salvador Sánchez
2012 — conf
One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices.
SSPR/SPR
Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez
2012 — conf
Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study.
ICPRAM (1)
Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez
2012 J jnl
Surrounding neighborhood-based SMOTE for learning from imbalanced data sets.
Prog. Artif. Intell.
Vicente García, José Salvador Sánchez, Raúl Martín-Félez, Ramón Alberto Mollineda
2012 J jnl
Two-level classifier ensembles for credit risk assessment.
Expert Syst. Appl.
A. I. Marqués, Vicente García, José Salvador Sánchez
2011 Misc conf
Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data.
IbPRIA
Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda
2011 — conf
Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification.
MLDM
José Salvador Sánchez, Vicente García, Ramón Alberto Mollineda
2011 Misc conf
Human Recognition Based on Gait Poses.
IbPRIA
Raúl Martín-Félez, Ramón Alberto Mollineda, José Salvador Sánchez
2011 Misc conf
On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning.
IbPRIA
Mónica Millán-Giraldo, Vicente Javier Traver, José Salvador Sánchez
2011 J jnl
On-line learning from streaming data with delayed attributes: a comparison of classifiers and strategies.
Neural Comput. Appl.
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
2010 C conf
A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Relevance Influence.
ICMLA
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
2010 — conf
A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points.
CCIA
Damaris Pascual, Filiberto Pla, José Salvador Sánchez
2010 — conf
A Gender Recognition Experiment on the CASIA Gait Database Dealing with Its Imbalanced Nature.
VISAPP (2)
Raúl Martín-Félez, Ramón Alberto Mollineda, José Salvador Sánchez
2010 J jnl
Cluster validation using information stability measures.
Pattern Recognit. Lett.
Damaris Pascual, Filiberto Pla, José Salvador Sánchez
2010 — conf
Dissimilarity-based classification of data with missing attributes.
CIP
Mónica Millán-Giraldo, Robert P. W. Duin, José Salvador Sánchez
2010 — conf
Exploring the Performance of Resampling Strategies for the Class Imbalance Problem.
IEA/AIE (1)
Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda
2010 B conf
Theoretical Analysis of a Performance Measure for Imbalanced Data.
ICPR
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez
2010 B conf
Towards a More Realistic Appearance-Based Gait Representation for Gender Recognition.
ICPR
Raúl Martín-Félez, Ramón Alberto Mollineda, José Salvador Sánchez
2009 Misc conf
Combining Multiple Classifiers with Dynamic Weighted Voting.
HAIS
Rosa Maria Valdovinos, José Salvador Sánchez
2009 — conf
Exploring Early Classification Strategies of Streaming Data with Delayed Attributes.
ICONIP (1)
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
2009 Misc conf
Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions.
IbPRIA
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez
2008 — conf
A New Performance Evaluation Method for Two-Class Imbalanced Problems.
SSPR/SPR
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez
2008 C conf
Cluster Stability Assessment Based on Theoretic Information Measures.
CIARP
Damaris Pascual, Filiberto Pla, José Salvador Sánchez
2008 C conf
Learning and Forgetting with Local Information of New Objects.
CIARP
Fernando Vázquez, José Salvador Sánchez, Filiberto Pla
2008 J jnl
On the
Pattern Anal. Appl.
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez
2007 C conf
An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets.
CIARP
Vicente García, José Salvador Sánchez, Ramón Alberto Mollineda
2007 J jnl
An analysis of how training data complexity affects the nearest neighbor classifiers.
Pattern Anal. Appl.
José Salvador Sánchez, Ramón Alberto Mollineda, José Martínez Sotoca
2007 J jnl
Band Selection in Multispectral Images by Minimization of Dependent Information.
IEEE Trans. Syst. Man Cybern. Part C
José Martínez Sotoca, Filiberto Pla, José Salvador Sánchez
2007 Misc conf
Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples.
IWANN
Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez
2007 — conf
Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles.
IbPRIA (2)
Rosa Maria Valdovinos, José Salvador Sánchez, Eduardo Gasca
2007 — conf
Performance Analysis of Classifier Ensembles: Neural Networks
IbPRIA (1)
Rosa Maria Valdovinos, José Salvador Sánchez
2007 — conf
When Overlapping Unexpectedly Alters the Class Imbalance Effects.
IbPRIA (2)
Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez, Roberto Alejo, José Martínez Sotoca
2006 J jnl
A meta-learning framework for pattern classification by means of data complexity measures.
Inteligencia Artif.
José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez
2006 J jnl
An LVQ-based adaptive algorithm for learning from very small codebooks.
Neurocomputing
José Salvador Sánchez, A. I. Marqués
2006 — conf
Clustering Based on Compressed Data for Categorical and Mixed Attributes.
SSPR/SPR
Eréndira Rendón, José Salvador Sánchez
2006 C conf
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification.
IDEAL
Vicente García, Roberto Alejo, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda
2006 J jnl
Complexity reduction in efficient prototype-based classification.
Pattern Recognit.
Francesc J. Ferri, José Salvador Sánchez, Filiberto Pla
2006 J jnl
Eliminating redundancy and irrelevance using a new MLP-based feature selection method.
Pattern Recognit.
Eduardo Gasca, José Salvador Sánchez, R. Alonso
2006 J jnl
Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces.
Pattern Recognit.
M. Lozano, José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla, Elzbieta Pekalska, Robert P. W. Duin
2006 C conf
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples.
IDEAL
Roberto Alejo, Vicente García, José Martínez Sotoca, Ramón Alberto Mollineda, José Salvador Sánchez
2006 C conf
Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions.
IDEAL
Damaris Pascual, Filiberto Pla, José Salvador Sánchez
2006 — conf
On the Use of Different Classification Rules in an Editing Task.
SSPR/SPR
Luisa Micó, Francisco Moreno-Seco, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda
2006 J jnl
On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification.
Inteligencia Artif.
Fernando Vázquez, José Salvador Sánchez, Filiberto Pla
2005 — conf
A Stochastic Approach to Wilson's Editing Algorithm.
IbPRIA (2)
Fernando Vázquez, José Salvador Sánchez, Filiberto Pla
2005 C conf
Class-dependant resampling for medical applications.
ICMLA
Rosa Maria Valdovinos, José Salvador Sánchez
2005 — conf
Data Characterization for Effective Prototype Selection.
IbPRIA (2)
Ramón Alberto Mollineda, José Salvador Sánchez, José Martínez Sotoca
2005 J jnl
Decision boundary preserving prototype selection for nearest neighbor classification.
Int. J. Pattern Recognit. Artif. Intell.
Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez
2005 — conf
Dynamic and Static Weighting in Classifier Fusion.
IbPRIA (2)
Rosa Maria Valdovinos, José Salvador Sánchez, Ricardo Barandela
2005 — conf
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization.
CCIA
Ricardo Barandela, J. K. Hernández, José Salvador Sánchez, Francesc J. Ferri
2004 — conf
Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule.
ICPR (3)
José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla
2004 — conf
Efficient nearest neighbor classification with data reduction and fast search algorithms.
SMC (5)
José Salvador Sánchez, José Martínez Sotoca, Filiberto Pla
2004 J jnl
High training set size reduction by space partitioning and prototype abstraction.
Pattern Recognit.
José Salvador Sánchez
2004 — conf
The Imbalanced Training Sample Problem: Under or over Sampling?
SSPR/SPR
Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri
2003 J jnl
Analysis of new techniques to obtain quality training sets.
Pattern Recognit. Lett.
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo, Jorge Badenas
2003 — conf
Estimating Feature Weights For Distance-Based Classification.
PRIS
José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla
2003 Misc conf
Learning from Imbalanced Sets through Resampling and Weighting.
IbPRIA
Ricardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri
2003 J jnl
New Applications of Ensembles of Classifiers.
Pattern Anal. Appl.
Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez
2003 Misc conf
Reducing Training Sets by NCN-based Exploratory Procedures.
IbPRIA
María Teresa Lozano, José Salvador Sánchez, Filiberto Pla
2003 C conf
Restricted Decontamination for the Imbalanced Training Sample Problem.
CIARP
Ricardo Barandela, E. Rangel, José Salvador Sánchez, Francesc J. Ferri
2003 J jnl
Strategies for learning in class imbalance problems.
Pattern Recognit.
Ricardo Barandela, José Salvador Sánchez, Vicente García, E. Rangel
2003 — conf
Using the Geometrical Distribution of Prototypes for Training Set Condensing.
CAEPIA
María Teresa Lozano, José Salvador Sánchez, Filiberto Pla
2002 J jnl
Advances in Pattern Recognition and Image Analysis - Editorial.
Int. J. Pattern Recognit. Artif. Intell.
José Salvador Sánchez, Filiberto Pla
2002 — conf
On Filtering the Training Prototypes in Nearest Neighbour Classification.
CCIA
José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri
2001 — conf
An integral automation of industrial fruit and vegetable sorting by machine vision.
ETFA (2)
Filiberto Pla, José Miguel Sanchiz Martí, José Salvador Sánchez
2001 — conf
Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification.
SIBGRAPI
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo
2000 — conf
Using the Dual of Proximity Graphs for Binary Decision Tree Design.
SSPR/SPR
José Salvador Sánchez, Filiberto Pla, M. C. Herrero
1999 Misc conf
Learning Vector Quantization With Alternative Distance Criteria.
ICIAP
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1998 B conf
A Voronoi-diagram-based approach to oblique decision tree induction.
ICPR
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1998 — conf
Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods.
SSPR/SPR
Francesc J. Ferri, José Salvador Sánchez, Filiberto Pla
1998 — conf
From the Nearest Neighbour Rule to Decision Trees.
IEA/AIE (Vol. 2)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1998 J jnl
Improving the k-NCN classification rule through heuristic modifications.
Pattern Recognit. Lett.
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1997 J jnl
On the equivalency between decision tree classifiers and the nearest neighbour rule.
Inteligencia Artif.
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1997 J jnl
On the use of neighbourhood-based non-parametric classifiers.
Pattern Recognit. Lett.
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1997 J jnl
Prototype selection for the nearest neighbour rule through proximity graphs.
Pattern Recognit. Lett.
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
1997 — conf
Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers.
ICIAP (1)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri