A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs. - Cicero A. M. da Silva Neves; Mauro Roisenberg; Guenther Schwedersky Neto (IJCNN, 2009)

Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. - Abner Rodrigues Neto; Mauro Roisenberg; Guenther Schwedersky Neto (ICANN (3), 2010)

ACOℝ-V - An algorithm that incorporates the visibility heuristic to the ACO in continuous domain. - Cassio Rodrigo Conti; Mauro Roisenberg; Guenther Schwedersky Neto (IEEE Congress on Evolutionary Computation, 2012)

Fast Seismic Inversion Methods Using Ant Colony Optimization Algorithm. - Cassio Rodrigo Conti; Mauro Roisenberg; Guenther Schwedersky Neto; Milton José Porsani (IEEE Geosci. Remote. Sens. Lett., 2013)

A topological niching covariance matrix adaptation for multimodal optimization. - Marcio Weck Pereira; Guenther Schwedersky Neto; Mauro Roisenberg (IEEE Congress on Evolutionary Computation, 2014)

Bayesian Framework to Wavelet Estimation and Linearized Acoustic Inversion. - Leandro Passos de Figueiredo; Marcio Santos; Mauro Roisenberg; Guenther Schwedersky Neto; Wagner Figueiredo (IEEE Geosci. Remote. Sens. Lett., 2014)

Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation. - Sérgio Aurélio Ferreira Soares; Guenther Schwedersky Neto; Mauro Roisenberg (IJCNN, 2016)

Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies. - Leandro Passos de Figueiredo; Dario Grana; Marcio Santos; Wagner Figueiredo; Mauro Roisenberg; Guenther Schwedersky Neto (J. Comput. Phys., 2017)

Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology. - Fernando Luis Bordignon; Leandro Passos de Figueiredo; Leonardo Azevedo 002; Amílcar Soares 002; Mauro Roisenberg; Guenther Schwedersky Neto (IEEE Trans. Geosci. Remote. Sens., 2017)