Luís Paulo F Garcia Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Neural Networks - SBRN (2012 Curitiba); Brazilian Symposium on Neural Networks - SBRN (2012 Curitiba)
Proceedings Piscataway : CPS, 2012
Piscataway CPS 2012
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2313604 ) e outros locais(Acessar)
A study of the correlation of metafeatures used for metalearning
Adriano Rivolli Luís Paulo Faina Garcia; Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; International Work-Conference on Artificial Neural Networks - IWANN (16. 2021 Virtual Event)
Lecture Notes in Computer Science Cham : Springer v. 12861, p. 471-483, 2021
Model performance prediction a meta-learning approach for concept drift detection
Fernanda Amaral Melo André Carlos Ponce de Leon Ferreira de Carvalho; Ana Carolina Lorena; Luís Paulo Faina Garcia; International Conference on Hybrid Artificial Intelligence Systems - HAIS (18. 2023 Salamanca, Spain)
Lecture Notes in Artificial Intelligence Cham : Springer v. 14001, p. 51-62, 2023
Using the one-vs-one decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems
Luís P. F Garcia José A Sáez; Julián Luengo; Ana C Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; Francisco Herrera
Knowledge-Based Systems Amsterdam : Elsevier v. 90, p. 153-164, Dec. 2015
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