Celso André R. de Sousa

According to our database, Celso André R. de Sousa authored at least 10 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Kernelized Constrained Gaussian Fields and Harmonic Functions for Semi-supervised Learning.

Celso André R. de Sousa

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2016

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

Celso André R. de Sousa

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An overview on weight initialization methods for feedforward neural networks.

Celso André R. de Sousa

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Constrained Local and Global Consistency for semi-supervised learning.

Celso André R. de Sousa, Gustavo E. A. P. A. Batista

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

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

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

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

Celso André R. de Sousa

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Development of Adaptive Information Visualization Systems with Augmented Reality.

Ezequiel Roberto Zorzal, Celso André Rodrigues de Sousa, Alexandre Cardoso, Claudio Kirner, Edgard Afonso Lamounier, Marcos G. Quiles

Proceedings of the 18th International Conference on Information Visualisation, 2014

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

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Influence of Graph Construction on Semi-supervised Learning.

Celso André R. de Sousa, Solange O. Rezende, Gustavo E. A. P. A. Batista

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

Analysis of the backpropagation algorithm using linear algebra.

Celso André Rodrigues de Sousa

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012