Comparison of active learning strategies and proposal of a multiclass hypothesis space search
Davi P. dos Santos André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Hybrid Artificial Intelligent Systems - HAIS (9. 2014 Salamanca)
Lecture Notes in Artificial Intelligence Cham : Springer v. 8480, p. 618-629, 2014
Empirical evaluation of ranking prediction methods for gene expression data classification
Bruno Feres de Souza André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; Ibero-American Conference on AI - IBERAMIA (12. 2010 Bahía Blanca)
Lecture Notes in Artificial Intelligence Heidelberg : Springer v. 6433, p. 194-203, 2010
Tiago Cunha Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Discory Science - DS (21. 2018 Limassol, Cyprus)
Lecture Notes in Artificial Intelligence Cham : Springer v. 11198, p. 114-128, 2018
Analyzing college student dropout risk prediction in real data using walk-forward validation
Rodolfo Sanches Saraiva dos Santos Moacir Antonelli Ponti; Kamila Rios da Hora Rodrigues; Brazilian Conference on Intelligent Systems - BRACIS (12. 2023 Belo Horizonte)
Lecture Notes in Artificial Intelligence Cham : Springer v. 14195, p. 291-305, 2023
Investigating machine learning approaches for sentence compression in different application contexts for portuguese
Fernando Antônio Asevedo Nóbrega Thiago Alexandre Salgueiro Pardo; International Conference on Computational Processing of the Portuguese Language - PROPOR (12. 2016 Tomar)
Lecture Notes in Artificial Intelligence Cham : Springer v. 9727, p. 245-250, 2016
Selecting collaborative filtering algorithms using metalearning
Tiago Cunha Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho; European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD (2016 Riva del Garda, Italy)
Lecture Notes in Artificial Intelligence Cham : Springer v. 9852, p. 393-409, 2016
Use of classification algorithms in noise detection and elimination
André L. B Miranda Luís Paulo F Garcia; André Carlos Ponce de Leon Ferreira de Carvalho; Ana Carolina Lorena; International Conference on Hybrid Artificial Intelligence Systems - HAIS (4. 2009 Salamanca, Spain)
Lecture Notes in Artificial Intelligence Berlin : Springer v. 5572, p. 417-424, 2009
Denis dos Reis André Gustavo Maletzke; Everton Alvares Cherman; Gustavo Enrique de Almeida Prado Alves Batista; European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD (2018 Dublin)
Lecture Notes in Artificial Intelligence Cham : Springer v. 11051, p. 273-289, 2019
Online clustering for novelty detection and concept drift in data streams
Kemilly Dearo Garcia Mannes Poel; Joost N Kok; André Carlos Ponce de Leon Ferreira de Carvalho; EPIA Conference on Artificial Intelligence - EPIA (19. 2019 Vila Real, Portugal)
Lecture Notes in Artificial Intelligence Cham : Springer v. 11805, p. 448-459, 2019