Pedro Á. Castillo

Artificial lemming algorithm: a novel bionic meta-heuristic technique for solving real-world engineering optimization problems

Yaning Xiao, Hao Cui, Ruba Abu Khurma et al. · Artificial Intelligence Review · 2025 · 162 citations · Full text

Artificial Intelligence, Engineering, Artificial Lemming Algorithm +16

G-Prop: Global optimization of multilayer perceptrons using GAs

Pedro Á. Castillo, J. J. Merelo, A. Prieto et al. · Neurocomputing · 2000 · 144 citations

Engineering, Machine Learning, Large Scale Optimization +5

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

Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market

Hossam Faris, Ruba Abukhurma, Waref Almanaseer et al. · Progress in Artificial Intelligence · 2019 · 104 citations

Empirical Finance, Engineering, Ensemble Learning +12

Statistical analysis of the main parameters involved in the design of a genetic algorithm

Ignacio Rojas, Jesús González, H. Pomares et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2002 · 103 citations

Mutation Probability, Engineering, Fitness +19