J. Salvador Sánchez
Orcid: 0000-0003-1053-4658Affiliations:
- Jaume I University, Spain
According to our database1,
J. Salvador Sánchez
authored at least 124 papers
between 1997 and 2022.
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Bibliography
2022
Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19.
Appl. Soft Comput., 2022
2021
Expert Syst. Appl., 2021
IEEE Access, 2021
Proceedings of the Advances in Computational Intelligence, 2021
2020
Pattern Recognit. Lett., 2020
Ranking-based MCDM models in financial management applications: analysis and emerging challenges.
Prog. Artif. Intell., 2020
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data.
Expert Syst. Appl., 2020
Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things.
IEEE Access, 2020
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020
2019
Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory.
Prog. Artif. Intell., 2019
Using regression models for predicting the product quality in a tubing extrusion process.
J. Intell. Manuf., 2019
Image Vis. Comput., 2019
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction.
Inf. Fusion, 2019
Empirical Study of the Associative Approach in the Context of Classification Problems.
Computación y Sistemas, 2019
Proceedings of the Selected Papers of the Eleventh and Twelfth Latin American Workshop on Logic/Languages, 2019
Instance Selection for the Nearest Neighbor Classifier: Connecting the Performance to the Underlying Data Structure.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
2018
Pattern Anal. Appl., 2018
Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays.
Proceedings of the Pattern Recognition - 10th Mexican Conference, 2018
Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays.
Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
2017
An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
2016
Expert Syst. Appl., 2016
Appl. Soft Comput., 2016
Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
2015
An insight into the experimental design for credit risk and corporate bankruptcy prediction systems.
J. Intell. Inf. Syst., 2015
Mapping microarray gene expression data into dissimilarity spaces for tumor classification.
Inf. Sci., 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
2014
A bias correction function for classification performance assessment in two-class imbalanced problems.
Knowl. Based Syst., 2014
Designing serious games for learning support in medicine studies: A specific method to elicit and formalize requirements.
Proceedings of the IEEE Frontiers in Education Conference, 2014
2013
J. Oper. Res. Soc., 2013
On the suitability of resampling techniques for the class imbalance problem in credit scoring.
J. Oper. Res. Soc., 2013
Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013
2012
Prog. Artif. Intell., 2012
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance.
Knowl. Based Syst., 2012
Expert Syst. Appl., 2012
On the use of data filtering techniques for credit risk prediction with instance-based models.
Expert Syst. Appl., 2012
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
Proceedings of the Management Intelligent Systems - First International Symposium, 2012
Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study.
Proceedings of the ICPRAM 2012, 2012
Efficient Gait-based Gender Classification through Feature Selection.
Proceedings of the ICPRAM 2012, 2012
On the Suitability of Numerical Performance Measures for Class Imbalance Problems.
Proceedings of the ICPRAM 2012, 2012
Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Computer Vision and Graphics - International Conference, 2012
2011
On-line learning from streaming data with delayed attributes: a comparison of classifiers and strategies.
Neural Comput. Appl., 2011
Exploring Synergetic Effects of Dimensionality Reduction and Resampling Tools on Hyperspectral Imagery Data Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
2010
Pattern Recognit. Lett., 2010
A Gender Recognition Experiment on the CASIA Gait Database Dealing with Its Imbalanced Nature.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Towards a More Realistic Appearance-Based Gait Representation for Gender Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Relevance Influence.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
A Density-based Hierarchical Clustering Algorithm for Highly Overlapped Distributions with Noisy Points.
Proceedings of the Artificial Intelligence Research and Development, 2010
2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009
2008
On the <i>k</i>-NN performance in a challenging scenario of imbalance and overlapping.
Pattern Anal. Appl., 2008
Proceedings of the Structural, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Advances in Artificial Intelligence, 2008
Proceedings of the Progress in Pattern Recognition, 2008
Proceedings of the Progress in Pattern Recognition, 2008
2007
IEEE Trans. Syst. Man Cybern. Part C, 2007
An analysis of how training data complexity affects the nearest neighbor classifiers.
Pattern Anal. Appl., 2007
Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples.
Proceedings of the Computational and Ambient Intelligence, 2007
Influence of Resampling and Weighting on Diversity and Accuracy of Classifier Ensembles.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Performance Analysis of Classifier Ensembles: Neural Networks <i>Versus</i> Nearest Neighbor Rule.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
An Empirical Study of the Behavior of Classifiers on Imbalanced and Overlapped Data Sets.
Proceedings of the Progress in Pattern Recognition, 2007
2006
Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces.
Pattern Recognit., 2006
Eliminating redundancy and irrelevance using a new MLP-based feature selection method.
Pattern Recognit., 2006
Pattern Recognit., 2006
Neurocomputing, 2006
On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification.
Inteligencia Artif., 2006
A meta-learning framework for pattern classification by means of data complexity measures.
Inteligencia Artif., 2006
Proceedings of the Structural, 2006
Proceedings of the Structural, 2006
Non Parametric Local Density-Based Clustering for Multimodal Overlapping Distributions.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
2005
Including efficient object recognition capabilities in online robots: from a statistical to a Neural-network classifier.
IEEE Trans. Syst. Man Cybern. Part C, 2005
Decision boundary preserving prototype selection for nearest neighbor classification.
Int. J. Pattern Recognit. Artif. Intell., 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization.
Proceedings of the Artificial Intelligence Research and Development, 2005
2004
Pattern Recognit., 2004
Proceedings of the Structural, 2004
Efficient nearest neighbor classification with data reduction and fast search algorithms.
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Pattern Recognit. Lett., 2003
Proceedings of the IEEE International Conference on Systems, 2003
Exploring New Object Recognition Techniques for Online Robots.
Proceedings of the IASTED International Conference Robotics and Applications, 2003
Estimating Feature Weights For Distance-Based Classification.
Proceedings of the Pattern Recognition in Information Systems, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the Progress in Pattern Recognition, 2003
Proceedings of the Current Topics in Artificial Intelligence, 2003
2002
Int. J. Pattern Recognit. Artif. Intell., 2002
A Very High Level Interface to Teleoperate a Robot via Web Including Augmented Reality.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
Object Recognition and Incremental Learning Algorithms for a Web-Based Telerobotic System.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002
2001
Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification.
Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001
Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001
2000
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000
1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
1998
Pattern Recognit. Lett., 1998
Proceedings of the Advances in Pattern Recognition, 1998
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1997
Pattern Recognit. Lett., 1997
Pattern Recognit. Lett., 1997
Inteligencia Artif., 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997