Comparison of active learning strategies and proposal of a multiclass hypothesis space search
Davi P. dos Santos AndréCarlosPoncedeLeonFerreiradeCarvalho; International Conference on Hybrid Artificial Intelligent Systems - HAIS (9. 2014 Salamanca)
Lecture Notes in Artificial Intelligence Cham : Springer v. 8480, p. 618-629, 2014
Selecting collaborative filtering algorithms using metalearning
Tiago Cunha Carlos Soares; AndréCarlosPoncedeLeonFerreiradeCarvalho; 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; AndréCarlosPoncedeLeonFerreiradeCarvalho; 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
Probabilistic clustering for hierarchical multi-label classification of protein functions
Rodrigo C Barros Ricardo Cerri; Alex A Freitas; AndréCarlosPoncedeLeonFerreiradeCarvalho; 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. 8189, p. 385-400, 2013
Luís Paulo F Garcia AndréCarlosPoncedeLeonFerreiradeCarvalho; Ana C Lorena; International Conference on Hybrid Artificial Intelligent Systems - HAIS (8. 2013 Salamanca)
Lecture Notes in Artificial Intelligence Berlin : Springer-Verlag v. 8073, p. 629-638, 2013