Fabrício José Pontes

Design of experiments and focused grid search for neural network parameter optimization

Fabrício José Pontes, Gabriela Fonseca Amorim, Pedro Paulo Balestrassi et al. · Neurocomputing · 2016 · 241 citations

Architecture, Mathematics, Design Optimization +11

Optimization of Radial Basis Function neural network employed for prediction of surface roughness in hard turning process using Taguchi’s orthogonal arrays

Fabrício José Pontes, Anderson Paulo de Paiva, Pedro Paulo Balestrassi et al. · Expert Systems with Applications · 2012 · 100 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +17

Artificial neural networks for machining processes surface roughness modeling

Fabrício José Pontes, João Roberto Ferreira, Messias Borges Silva et al. · The International Journal of Advanced Manufacturing Technology · 2009 · 92 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +16

Molecular assay optimized by Taguchi experimental design method for venous thromboembolism investigation

Helder José Celani de Souza, Cinthia Bachir Moysés, Fabrício José Pontes et al. · Molecular and Cellular Probes · 2011 · 18 citations

Medicine, Biomedical Engineering, Hemostasis +13

A DOE based approach for the design of RBF artificial neural networks applied to prediction of surface roughness in AISI 52100 hardened steel turning

Fabrício José Pontes, Messias Borges Silva, João Roberto Ferreira et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2010 · 12 citations · Full text

Computing, Mechanical Engineering, Artificial Intelligence +12