María-Dolores Cubiles-de-la-Vega

Missing value imputation on missing completely at random data using multilayer perceptrons

Esther‐Lydia Silva‐Ramírez, Rafael Pino‐Mejías, Manuel López-Coello et al. · Neural Networks · 2010 · 175 citations

Engineering, Machine Learning, Data Science +3

Predicting the potential habitat of oaks with data mining models and the R system

Rafael Pino‐Mejías, María-Dolores Cubiles-de-la-Vega, María Anaya Romero et al. · Environmental Modelling & Software · 2010 · 68 citations

Biodiversity, Engineering, Data Science +12

Improving the management of microfinance institutions by using credit scoring models based on Statistical Learning techniques

María-Dolores Cubiles-de-la-Vega, Antonio Blanco‐Oliver, Rafael Pino‐Mejías et al. · Expert Systems with Applications · 2013 · 50 citations · Full text

Reduced bootstrap aggregating of learning algorithms

Rafael Pino‐Mejías, M.D. Jiménez–Gamero, María-Dolores Cubiles-de-la-Vega et al. · Pattern Recognition Letters · 2007 · 35 citations

Bootstrap Resampling, Engineering, Machine Learning +8

A comparison of classification models to identify the Fragile X Syndrome

Rafael Pino‐Mejías, Mercedes Carrasco-Mairena, A. Pascual-Acosta et al. · Journal of Applied Statistics · 2008 · 10 citations

Engineering, Machine Learning, Disability +18