Vicente García

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 · 342 citations

Engineering, Data Science, Data Mining +8

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 · 215 citations

Network Science, Machine Learning, Data Science +9

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 citations · Full text

Exploring the behaviour of base classifiers in credit scoring ensembles

Ana I. Marqués, Vicente García, J. Salvador Sánchez · Expert Systems with Applications · 2012 · 144 citations

Classification Method, Engineering, Credit Scoring Ensembles +14

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 · 133 citations

Sample Types, Engineering, Financial Data +12