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1
An evolutionary algorithm for missing values substitution in classification tasks
An evolutionary algorithm for missing values substitution in classification tasks
Material Type:
Conference Paper 		Add to e-Shelf

An evolutionary algorithm for missing values substitution in classification tasks

Jonathan de Andrade Silva Eduardo Raul Hruschka 1972-; International Conference on Hybrid Artificial Intelligence Systems - HAIS (4. 2009 Salamanca, Spain)

Lecture Notes in Artificial Intelligence Berlin : Springer v. 5572, p. 195-202, 2009

Berlin Springer 2009

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-1815809 ) and other locations(GetIt)

2
A cluster-based feature selection approach
A cluster-based feature selection approach
Material Type:
Conference Paper 		Add to e-Shelf

A cluster-based feature selection approach

Thiago Ferreira Covões Eduardo Raul Hruschka 1972-; Leandro Nunes de Castro; Átila Menezes dos Santos; International Conference Hybrid Artificial Intelligence Systems - HAIS (4. 2009 Salamanca, Spain)

Lecture Notes in Artificial Intelligence Berlin : Springer v. 5572, p. 169-176, 2009

Berlin Springer 2009

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-1799681 )(GetIt)

3
Use of classification algorithms in noise detection and elimination
Use of classification algorithms in noise detection and elimination
Material Type:
Conference Paper 		Add to e-Shelf

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

Berlin Springer 2009

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-2884609 )(GetIt)

4
Evaluation of error metrics for meta-learning label definition in the forecasting task
Evaluation of error metrics for meta-learning label definition in the forecasting task
Material Type:
Conference Paper 		Add to e-Shelf

Evaluation of error metrics for meta-learning label definition in the forecasting task

Moises Rocha dos Santos Leandro Resende Mundim; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Hybrid Artificial Intelligence Systems - HAIS (15. 2020 Gijón, Spain)

Lecture Notes in Artificial Intelligence Cham : Springer v. 12344, p. 397-409, 2020

Cham Springer 2020

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-3009692 )(GetIt)

5
Model performance prediction a meta-learning approach for concept drift detection
Model performance prediction a meta-learning approach for concept drift detection
Material Type:
Conference Paper 		Add to e-Shelf

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

Cham Springer 2023

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-3179121 )(GetIt)

6
Exploratory study of data sampling methods for imbalanced legal text classification
Exploratory study of data sampling methods for imbalanced legal text classification
Material Type:
Conference Paper 		Add to e-Shelf

Exploratory study of data sampling methods for imbalanced legal text classification

Daniela Lopes Freire Alex Marino de Almeida; Márcio de Souza Dias; Adriano Rivolli; Fabíola Souza Fernandes Pereira; Giliard Almeida de Godoi; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Hybrid Artificial Intelligence Systems - HAIS (18. 2023 Salamanca, Spain)

Lecture Notes in Artificial Intelligence Cham : Springer v. 14001, p. 108-120, 2023

Cham Springer 2023

Available at ICMC - Inst. Ciên. Mat. Computação    (PROD-3179143 )(GetIt)

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