Concepedia
Statistics
Publications
41
Citations
2.4K
H-Index
26
Active since
2007
Affiliations
Universidad Autónoma de Ciudad Juárez(Current)
Universitat Jaume I
Instituto Tecnológico de Toluca
Vicente García is an author at Universidad Autónoma de Ciudad Juárez specializing in computing, machine learning, and data mining.
Publications per year
2007–2024
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 · 2011 · 352 citations
Computing, Data Science, Data Mining +13
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 · 2007 · 220 citations
Computing, Computer Engineering, Computer Science +8
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 · 151 citations · Full text
Public Health, Financial Management, Financial Economics +11
Exploring the behaviour of base classifiers in credit scoring ensembles
Ana I. Marqués, Vicente García, J. Salvador Sánchez · Expert Systems with Applications · 2012 · 146 citations
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 · 2018 · 141 citations · Full text
Management, Finance, Risk Management +16
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