Applying genetic and symbolic learning algorithms to extract rules from artificial neural networks
Cláudia Regina Milaré Gustavo Enrique de Almeida Prado Alves Batista; André Carlos Ponce de Leon Ferreira Carvalho; Maria Carolina Monard; Mexican International Conference on Artificial Intelligence (13. 2004 Cidade do Mexico)
Proceedings Heidelberg: Springer, 2004
Heidelberg Springer 2004
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-1401355 ) e outros locais(Acessar)
Applying one sided selection to unbalanced datasets
Gustavo Enrique de Almeida Prado Alves Batista André Carlos Ponce de Leon Ferreira de Carvalho; Monard, Maria Carolina 1941-; Mexican International Conference on Artificial Intelligence, MICAI 2000 (2000 Acapulco)
Proceedings Berlim: Springer Verlag,2000
Berlim Springer Verlag 2000
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-1175240 ) e outros locais(Acessar)
The influence of noisy patterns in the performance of learning methods in the splice junction recognition problem
Ana Carolina Lorena Gustavo Enrique de Almeida Prado Alves Batista; André Carlos Ponce de Leon Ferreira Carvalho; Maria Carolina Monard 1941-; Brazilian Symposium on Neural Networks (7. 2002 Porto de Galinhas)
Proceedings Porto de Galinhas: IEEE, 2002
Porto de Galinhas IEEE 2002
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-1301002 ) e outros locais(Acessar)
A clustering-based decision tree induction algorithm
Rodrigo C Barros André Carlos Ponce de Leon Ferreira de Carvalho; Márcio P Basgalupp; Marcos G Quiles; 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-2279546 ) e outros locais(Acessar)
Anomaly detection through temporal abstractions on intensive care data position paper
Giovana Jaskulski Gelatti André Carlos Ponce de Leon Ferreira de Carvalho; Pedro Pereira Rodrigues; International Symposium on Computer-Based Medical Systems - CBMS (30. 2017 Thessaloniki)
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)
Effectiveness of random search in SVM hyper-parameter tuning
Rafael G Mantovani André L. D Rossi; Joaquin Vanschoren; Bernd Bischl; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)
To tune or not to tune recommending when to adjust SVM hyper-parameters via meta-learning
Rafael G Mantovani André L. D Rossi; Joaquin Vanschoren; Bernd Bischl; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)
Multi-label feature selection techniques for hierarchical multi-label protein function prediction
Ricardo Cerri Rafael G Mantovani; Márcio P Basgalupp; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Networks - IJCNN (2018 Rio de Janeiro)
A comparative analysis of the automatic modeling of learning styles through machine learning techniques
Lucas D Ferreira Gabriel Spadon; André Carlos Ponce de Leon Ferreira de Carvalho; José Fernando Rodrigues Junior; Frontiers in Education Conference - FIE (48. 2018 San Jose, California)