Javier G. Castellano

A comparative study on base classifiers in ensemble methods for credit scoring

Joaquín Abellán, Javier G. Castellano · Expert Systems with Applications · 2016 · 241 citations

Credit Score, Classification Method, Engineering +14

A comparison of random forest based algorithms: random credal random forest versus oblique random forest

Carlos J. Mantas, Javier G. Castellano, Serafín Moral‐García et al. · Soft Computing · 2018 · 125 citations

Data Classification, Engineering, Machine Learning +10

Bayesian network learning algorithms using structural restrictions

Luis M. de Campos, Javier G. Castellano · International Journal of Approximate Reasoning · 2006 · 117 citations · Full text

Evolving RBF neural networks for time-series forecasting with EvRBF

Víctor M. Rivas, J. J. Merelo, Pedro Á. Castillo et al. · Information Sciences · 2003 · 106 citations

Forecasting Methodology, Evolving Neural Network, Engineering +5

A Random Forest approach using imprecise probabilities

Joaquín Abellán, Carlos J. Mantas, Javier G. Castellano · Knowledge-Based Systems · 2017 · 68 citations

Data Classification, Engineering, Machine Learning +8