Hierarchical multi-label classification for protein function prediction a local approach based on neural networks
Ricardo Cerri Rodrigo C Barros; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Intelligent Systems Design and Applications - ISDA (11. 2011 Córdoba)
Proceedings Piscataway : IEEE, 2011
Piscataway IEEE 2011
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2279537 ) e outros locais(Acessar)
A bottom-up oblique decision tree induction algorithm
Rodrigo C Barros Ricardo Cerri; Pablo A Jaskowiak; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Intelligent Systems Design and Applications - ISDA (11. 2011 Córdoba)
Proceedings Piscataway : IEEE, 2011
Piscataway IEEE 2011
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2279530 ) e outros locais(Acessar)
Hyper-parameter tuning of a decision tree induction algorithm
Rafael G Mantovani Tomás Horváth; Ricardo Cerri; Joaquin Vanschoren; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (5. 2016 Recife)
A grammatical evolution algorithm for generation of hierarchical multi-label classification rules
Ricardo Cerri Rodrigo C Barros; André Carlos Ponce de Leon Ferreira de Carvalho; Alex A Freitas; IEEE Congress on Evolutionary Computation - CEC (2013 Cancún, México)
A grammatical evolution approach for software effort estimation
Rodrigo C. Barros Márcio P Basgalupp; Ricardo Cerri; Tiago S. da Silva; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Genetic and Evolutionary Computation - GECCO (15. 2013 Amsterdam)
New top-down methods using SVMs for hierarchical multilabel classification problems
Ricardo Cerri André Carlos Ponce de Leon Ferreira de Carvalho; IEEE World Congress on Computational Intelligence - WCCI (2010 Barcelona, Espanha); International Joint Conference on Neural Networks - IJCNN (2010 Barcelona, Espanha)
Proceedings Los Alamitos, CA : IEEE, 2010
Los Alamitos, CA IEEE 2010
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-1836260 ) e outros locais(Acessar)
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions
Ricardo Cerri Rodrigo C Barros; Alex A Freitas; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Genetic and Evolutionary Computation - GECCO (16. 2014 Vancouver)
Proceedings New York : ACM, 2014
New York ACM 2014
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2500875 ) e outros locais(Acessar)
Neural networks for hierarchical classification of G-Protein Coupled Receptors
Ricardo Cerri Rodrigo C Barros; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (2. 2013 Fortaleza)
Proceedings Los Alamitos : Conference Publishing Services, 2013