Guilherme A. Barreto

Long-term time series prediction with the NARX network: An empirical evaluation

José Maria P. Menezes, Guilherme A. Barreto · Neurocomputing · 2008 · 446 citations

Forecasting Methodology, Economic Forecasting, Engineering +9

Identification and Control of Dynamical Systems Using the Self-Organizing Map

Guilherme A. Barreto, A.F.R. Araujo · IEEE Transactions on Neural Networks · 2004 · 133 citations

Engineering, Machine Learning, Intelligent Systems +16

Short-term memory mechanisms in neural network learning of robot navigation tasks: A case study

Ananda L. Freire, Guilherme A. Barreto, Marcus V. D. Veloso et al. · 2009 · 88 citations

Artificial Intelligence, Engineering, Machine Learning +22

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

Amauri H. Souza, Francesco Corona, Guilherme A. Barreto et al. · Neurocomputing · 2015 · 69 citations

Data Classification, Classification Method, Engineering +10

On the Application of Ensembles of Classifiers to the Diagnosis of Pathologies of the Vertebral Column: A Comparative Analysis

Ajalmar R. Rocha Neto, Guilherme A. Barreto · IEEE Latin America Transactions · 2009 · 62 citations

Artificial Intelligence, Sinpatco Platform, Engineering +27