J. Salvador Sánchez

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 14

Top Topics

Regression Model

Gene Expression Data

Top Venues

LANMR (Selected Papers)

Publications

Txus Blasco, J. Salvador Sánchez, Vicente García
A survey on uncertainty quantification in deep learning for financial time series prediction. Neurocomputing 576 (2024)
Ricardo Mar-Cupido, Vicente García, Gilberto Rivera, J. Salvador Sánchez
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. 125 (2022)
Laura Cleofas-Sánchez, Anabel Pineda Briseño, J. Salvador Sánchez
Identifying Optimal Clusters in Purchase Transaction Data. MICAI (1) (2021)
Vicente García, J. Salvador Sánchez, Rafael Martínez-Peláez, Luis Carlos Méndez González
Revisiting the Dissimilarity Representation in the Context of Regression. IEEE Access 9 (2021)
Angélica Guzmán Ponce, Rosa Maria Valdovinos, J. Salvador Sánchez
A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data. HAIS (2020)
Vicente García, J. Salvador Sánchez, A. I. Marqués, Rogelio Florencia Juárez, Gilberto Rivera Zárate
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data. Expert Syst. Appl. 158 (2020)
Jorge Eduardo Ibarra Esquer, Félix Fernando González-Navarro, J. Salvador Sánchez, Brenda Leticia Flores Ríos, María Angélica Astorga Vargas, Maria Luisa González-Ramírez
Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things. IEEE Access 8 (2020)
Vicente García, Ana Isabel Marqués, J. Salvador Sánchez
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction. Inf. Fusion 47 (2019)
Angélica Guzmán Ponce, José Raymundo Marcial-Romero, Rosa María Valdovinos Rosas, J. Salvador Sánchez
Weighted Complete Graphs for Condensing Data. LANMR (Selected Papers) (2019)
Vicente García, J. Salvador Sánchez, Luis Alberto Rodríguez-Picón, Luis Carlos Méndez González, Humberto de Jesús Ochoa Domínguez
Using regression models for predicting the product quality in a tubing extrusion process. J. Intell. Manuf. 30 (6) (2019)
Laura Cleofas-Sánchez, J. Salvador Sánchez, Vicente García
Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory. Prog. Artif. Intell. 8 (1) (2019)
J. Salvador Sánchez, Vicente García
Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays. LOPAL (2018)
Vicente García, J. Salvador Sánchez, A. I. Marqués, Rafael Martínez-Peláez
A regression model based on the nearest centroid neighborhood. Pattern Anal. Appl. 21 (4) (2018)
A. Reyes-Nava, J. Salvador Sánchez, Roberto Alejo, Allan Flores-Fuentes, Eréndira Rendón Lara
Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays. MCPR (2018)
Pedro Latorre Carmona, J. Salvador Sánchez, Ana L. N. Fred
Advances in pattern recognition applications and methods. Neurocomputing 123 (2014)
Vicente García, A. I. Marqués, J. Salvador Sánchez
Non-parametric Statistical Analysis of Machine Learning Methods for Credit Scoring. IS-MiS (2012)
Eréndira Rendón, J. Salvador Sánchez, René Arnulfo García-Hernández, Itzel Abundez Barrera, Citlalih Gutierrez Estrada, Eduardo Gasca
Data Reduction Method for Categorical Data Clustering. IBERAMIA (2008)
Ludmila I. Kuncheva, J. Salvador Sánchez
Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling. ICDM (2008)
J. Salvador Sánchez, Ludmila I. Kuncheva
Data reduction using classifier ensembles. ESANN (2007)
Pedro J. Sanz, Roque Marín, J. Salvador Sánchez
Including efficient object recognition capabilities in online robots: from a statistical to a Neural-network classifier. IEEE Trans. Syst. Man Cybern. Part C 35 (1) (2005)
Pedro J. Sanz, Roque Marín, J. Salvador Sánchez
Fast object recognition methods for the UJI online robot. SMC (2003)
Pedro J. Sanz, Roque Marín, J. Salvador Sánchez
Exploring New Object Recognition Techniques for Online Robots. Robotics and Applications (2003)
Roque Marín, Pedro J. Sanz, J. Salvador Sánchez
A Very High Level Interface to Teleoperate a Robot via Web Including Augmented Reality. ICRA (2002)
Roque Marín, J. Salvador Sánchez, Pedro J. Sanz
Object Recognition and Incremental Learning Algorithms for a Web-Based Telerobotic System. ICRA (2002)