Celso André R. de Sousa

Time Series Transductive Classification on Imbalanced Data Sets: An Experimental Study

Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2014, 2014 22nd International Conference on Pattern Recognition.

Influence of Graph Construction on Semi-supervised Learning

Celso André R. de Sousa, Gustavo E. A. P. A. Batista, Solange Oliveira Rezende, 2013, ECML/PKDD.

An inductive semi-supervised learning approach for the Local and Global Consistency algorithm

Celso André R. de Sousa, C. A. R. Sousa, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

An overview on the Gaussian Fields and Harmonic Functions method for semi-supervised learning

Celso André R. de Sousa, C. A. R. Sousa, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

An experimental analysis on time series transductive classification on graphs

Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

An overview on weight initialization methods for feedforward neural networks

Celso André R. de Sousa, C. A. R. Sousa, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Constrained Local and Global Consistency for semi-supervised learning

Celso André R. de Sousa, Gustavo E. A. P. A. Batista, C. A. R. Sousa, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).