J. Salvador Sánchez

Author

J. Salvador Sánchez

Also Known As

J S Sánchez, J SANCHEZ, J Sanchez, J. S. Sanchez, J. S. SÁNCHEZ, J. S. Sánchez, J. SALVADOR SÁNCHEZ, J. Salvador Sanchez, J. Salvador Sánchez, J. Salvador Sánchez

179

Publications

5.3K

Citations

H-Index

151

Concepts

All Affiliations

Universitat Jaume I Universidad Autónoma de Ciudad Juárez Instituto Tecnológico de Toluca Universitat de València

About

J. Salvador Sánchez is an author at Universitat Jaume I specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	42	3.4K
2	Business	9	9	723
3	Management	9	9	499
4	Education	2	2	623
5	Health Sciences	2	2	34

J. Salvador Sánchez

Publications

3.9K

Citations

H-Index

Page 1

	Year	Citations
Strategies for learning in class imbalance problems R. Barandela, J. Salvador Sánchez, Estellito Rangel Pattern Recognition Artificial IntelligenceEngineeringMachine LearningData MiningLearning Sciences	2003	572
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance Vicente García, J. Salvador Sánchez, Ramón A. Mollineda Knowledge-Based Systems EngineeringData ScienceData MiningClass ImbalancePredictive Analytics	2011	342
On the k-NN performance in a challenging scenario of imbalance and overlapping Vicente García, Ramón A. Mollineda, J. Salvador Sánchez Pattern Analysis and Applications Network ScienceMachine LearningData ScienceData MiningK-nn Performance	2007	215
Analysis of new techniques to obtain quality training sets J. Salvador Sánchez Pattern Recognition Letters Total Quality ManagementTraining SystemEngineeringMachine LearningData Science	2002	177
Prototype selection for the nearest neighbour rule through proximity graphs J. Salvador Sánchez, Filiberto Pla, Francesc J. Ferri Pattern Recognition Letters EngineeringGraph TheoryData ScienceData MiningPattern Recognition	1997	153
On the suitability of resampling techniques for the class imbalance problem in credit scoring Ana I. Marqués, Vicente García, J. Salvador Sánchez Journal of the Operational Research Society	2012	147
Exploring the behaviour of base classifiers in credit scoring ensembles Ana I. Marqués, Vicente García, J. Salvador Sánchez Expert Systems with Applications Classification MethodEngineeringCredit Scoring EnsemblesData MiningMultiple Classifier System	2012	144
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction Vicente García, Ana I. Marqués, J. Salvador Sánchez Information Fusion Sample TypesEngineeringFinancial DataAccountingCredit Market	2018	133
Two-level classifier ensembles for credit risk assessment Ana I. Marqués, Vicente García, J. Salvador Sánchez Expert Systems with Applications Classification MethodEngineeringData MiningMultiple Classifier SystemPredictive Analytics	2012	117
On the use of neighbourhood-based non-parametric classifiers J. Salvador Sánchez, Filiberto Pla, Francesc J. Ferri Pattern Recognition Letters Data ClassificationClassification MethodEngineeringMachine LearningData Science	1997	99

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