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J

J. Salvador Sánchez

Universitat Jaume I

36H-index
179Paper Count
5.3KCitation Count
Published Papers 37
Publication Date
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A data-centric machine learning approach to improve prediction of glioma grades using low-imbalance TCGA data
errSCIENTIFIC REPORTS
IF3.9
err2024-07-26
err1
errOAAI
errSanchez-Marques, Raquel; Garcia, Vicente; Sanchez, J. Salvador
errShare
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A survey on uncertainty quantification in deep learning for financial time series prediction
errNEUROCOMPUTING
IF6.5
err2024-04-01
err3
errOAAI
errBlasco, Txus; Sanchez, J. Salvador; Garcia, Vicente
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errSave
Implementation of a strategy to improve the efficiency of battery chargers with double conversion topology, high power factor, and low THDi
errAIN SHAMS ENGINEERING JOURNAL
IF5.9
err2024-02-01
err0
errOAAI
errSanchez, J. S.; Trujillo, C. L.; Montoya, O. D.
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errSave
Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19
errAPPLIED SOFT COMPUTING
IF6.6
err2022-08-01
err8
errOAAI
errMar-Cupido, Ricardo; Garcia, Vicente; Rivera, Gilberto; Sanchez, J. Salvador
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errSave
DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-04-01
err59
PREAI
errGuzman-Ponce, A.; Sanchez, J. S.; Valdovinos, R. M.; Marcial-Romero, J. R.
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errSave
Revisiting the Dissimilarity Representation in the Context of Regression
errIEEE ACCESS
IF3.6
err2021-01-01
err0
errOAAI
errGarcia, Vicente; Sanchez, J. Salvador; Martinez-Pelaez, Rafael; Mendez-Gonzalez, Luis C.
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errSave
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-11-01
err65
errOAAI
errGarcia, V; Sanchez, J. S.; Marques, A., I; Florencia, R.; Rivera, G.
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errSave
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019
errPATTERN RECOGNITION LETTERS
IF3.3
err2020-05-01
err0
PREAI
errMarin-Jimenez, Manuel J.; Morales, Aythami; Fierrez, Julian; Pertusa, Antonio; Proenca, Hugo; Sanchez, Jose Salvador
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errSave
Graphical Framework for Categorizing Data Capabilities and Properties of Objects in the Internet of Things
errIEEE ACCESS
IF3.6
err2020-01-01
err2
errOAAI
errEduardo Ibarra-Esquer, Jorge; Fernando Gonzalez-Navarro, Felix; Salvador Sanchez, J.; Leticia Flores-Rios, Brenda; Angelica Astorga-Vargas, Maria; Luisa Gonzalez-Ramirez, Maria
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errSave
Online reconstruction-free single-pixel image classification
errIMAGE AND VISION COMPUTING
IF4.2
err2019-06-01
err29
PREAI
errLatorre-Carmona, Pedro; Javier Traver, V; Salvador Sanchez, J.; Tajahuerce, Enrique
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errSave
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
errINFORMATION FUSION
IF15.5
err2019-05-01
err91
errOAAI
errGarcia, Vicente; Marques, Ana I.; Salvador Sanchez, J.
errShare
errSave
Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays
errPATTERN RECOGNITION
IF7.6
err2018-05-25
err7
PREAI
errReyes-Nava, A.; Sanchez, J. S.; Alejo, R.; Flores-Fuentes, A. A.; Rendon-Lara, E.
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errSave
A regression model based on the nearest centroid neighborhood
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2018-04-13
err6
errOAAI
errGarcia, V; Sanchez, J. S.; Marques, A., I; Martinez-Pelaez, R.
errShare
errSave
Using regression models for predicting the product quality in a tubing extrusion process
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2018-03-31
err40
PREAI
errGarcia, Vicente; Salvador Sanchez, J.; Alberto Rodriguez-Picon, Luis; Carlos Mendez-Gonzalez, Luis; de Jesus Ochoa-Dominguez, Humberto
errShare
errSave
Financial distress prediction using the hybrid associative memory with translation
errAPPLIED SOFT COMPUTING
IF6.6
err2016-07-01
err63
errOAAI
errCleofas-Sanchez, L.; Garcia, V.; Marques, A. I.; Sanchez, J. S.
errShare
errSave
Associative learning on imbalanced environments: An empirical study
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2016-07-01
err12
errOAAI
errCleofas-Sanchez, L.; Sanchez, J. S.; Garcia, V.; Valdovinos, R. M.
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errSave
A bias correction function for classification performance assessment in two-class imbalanced problems
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2014-03-01
err21
PREAI
errGarcia, Vicente; Mollineda, Ramon A.; Salvador Sanchez, J.
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errSave
Nearest neighbour editing and condensing tools-synergy exploitation
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2014-02-07
err64
PREAI
errDasarathy, BV; Sánchez, JS; Townsend, S
errShare
errSave
Advances in pattern recognition applications and methods
errNEUROCOMPUTING
IF6.5
err2014-01-01
err3
PREAI
errLatorre Carmona, Pedro; Salvador Sanchez, J.; Fred, Ana L. N.
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errSave
On the use of data filtering techniques for credit risk prediction with instance-based models
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2012-12-01
err23
PREAI
errGarcia, V.; Marques, A. I.; Sanchez, J. S.
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Robert P. W. Duin
H-index: 62 · Papers: 323
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Julián Fiérrez
H-index: 62 · Papers: 554
M
Manuel Lozano
H-index: 41 · Papers: 121
A
Aythami Morales
H-index: 40 · Papers: 334
A
Ana Fred
H-index: 37 · Papers: 309
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