Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel Approach. - José Daniel A. Santos; Guilherme De A. Barreto; Cláudio M. S. Medeiros (SBRN, 2010)

Performance comparison of classifiers in the detection of short circuit incipient fault in a three-phase induction motor. - David N. Coelho; Guilherme De A. Barreto; Cláudio M. S. Medeiros; José Daniel Alencar Santos (CIES, 2014)

Improved Adaline Networks for Robust Pattern Classification. - César Lincoln C. Mattos; José Daniel A. Santos; Guilherme A. Barreto (ICANN, 2014)

A Novel Recursive Kernel-Based Algorithm for Robust Pattern Classification. - José Daniel A. Santos; César Lincoln C. Mattos; Guilherme De A. Barreto (IDEAL, 2014)

An Empirical Evaluation of Robust Gaussian Process Models for System Identification. - César Lincoln C. Mattos; José Daniel A. Santos; Guilherme A. Barreto (IDEAL, 2015)

A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems. - José Daniel A. Santos; Guilherme A. Barreto (IDEAL, 2015)

Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification. - José Daniel A. Santos; César Lincoln C. Mattos; Guilherme A. Barreto (IWANN (2), 2015)

A regularized estimation framework for online sparse LSSVR models. - José Daniel A. Santos; Guilherme A. Barreto (Neurocomputing, 2017)