An experimental analysis on time series transductive classification on graphs
Celso A. R. de Sousa Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; International Joint Conference on Neural Network - IJCNN (2015 Killarney)
Time series transductive classification on imbalanced data sets an experimental study
Celso A. R. de Sousa Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; International Conference on Pattern Recognition - ICPR (22. 2014 Stockholm, Sweden)
Proceedings Los Alamitos : Conference Publishing Services, 2014
Influence of graph construction on semi-supervised learning
Celso André Rodrigues de Sousa Solange Oliveira Rezende; Gustavo Enrique de Almeida Prado Alves Batista; European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD (2013 Prague, Czech Republic)
Lecture Notes in Artificial Intelligence Berlin : Springer-Verlag v. 8190, p. 160-175, 2013