Benjamin Rodrigues de Menezes

Improving generalization of MLPs with sliding mode control and the Levenberg–Marquardt algorithm

Marcelo Azevedo Costa, Antônio P. Braga, Benjamin Rodrigues de Menezes · Neurocomputing · 2006 · 64 citations

Numerical Analysis, Nonlinear Control, Mode Control +4

Training neural networks with a multi-objective sliding mode control algorithm

Marcelo Azevedo Costa, Antônio P. Braga, Benjamin Rodrigues de Menezes et al. · Neurocomputing · 2003 · 29 citations

Engineering, Machine Learning, Intelligent Control +4

Neural Networks Learning With Sliding Mode Control: The Sliding Mode Backpropagation Algorithm

G.G. Parma, Benjamin Rodrigues de Menezes, Antônio P. Braga · International Journal of Neural Systems · 1999 · 23 citations

Improving neural networks generalization with new constructive and pruning methods

Marcelo Azevedo Costa, Antônio P. Braga, Benjamin Rodrigues de Menezes · Journal of Intelligent & Fuzzy Systems · 2002 · 18 citations

Artificial Intelligence, Incremental Learning, Engineering +17

Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques

Thiago Akio Nakamura, Reinaldo M. Palhares, Walmir M. Caminhas et al. · Journal of the Franklin Institute · 2016 · 15 citations

Fault Diagnosis, Reliability Engineering, Engineering +10