Rafael C. Pinto

Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting

Joao Henrique F. Flores, Paulo Martins Engel, Rafael C. Pinto, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

One-shot learning in the road sign problem

Paulo Martins Engel, Rafael C. Pinto, Milton Roberto Heinen, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Recursive Incremental Gaussian Mixture Network For Spatio-Temporal Pattern Processing

Rafael C. Pinto, Milton Roberto Heinen, Paulo Martins Engel, 2016 .

A Fast Incremental Gaussian Mixture Model

Paulo Martins Engel, Rafael C. Pinto, P. Engel, 2015, PloS one.

Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network

Paulo Martins Engel, Rafael C. Pinto, Renato de Pontes Pereira, 2012, 2012 Brazilian Symposium on Neural Networks.

Online incremental one-shot learning of temporal sequences

Rafael C. Pinto, R. Pinto, 2011 .

Using a Gaussian mixture neural network for incremental learning and robotics

Paulo Martins Engel, Rafael C. Pinto, Milton Roberto Heinen, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Beating Bomberman with Artificial Intelligence

Rafael C. Pinto, Juarez Monteiro, Rodrigo C. Barros, 2018 .

IGMN : An Incremental Gaussian Mixture Network that Learns Instantaneously from Data Flows

Paulo Martins Engel, Rafael C. Pinto, Milton Roberto Heinen, 2011 .

Echo State Incremental Gaussian Mixture Network for Spatio-Temporal Pattern Processing

Rafael C. Pinto, P. Engel, M. R. Heinen, 2011 .