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Refinado por: Nome da Publicação: Lecture Notes in Computer Science remover
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11
Using genetic algorithms to improve prediction of execution times of ML tasks
Using genetic algorithms to improve prediction of execution times of ML tasks
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Using genetic algorithms to improve prediction of execution times of ML tasks

Rattan Priya Bruno Feres de Souza; André L. D Rossi; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Hybrid Artificial Intelligent Systems - HAIS (7. 2012 Salamanca)

Lecture Notes in Computer Science Berlin : Springer-Verlag v. 7208, p. 196-207, 2012

Berlin Springer-Verlag 2012

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2292624 )(Acessar)

12
An experimental study of the combination of meta-learning with particle swarm algorithms for SVM parameter selection
An experimental study of the combination of meta-learning with particle swarm algorithms for SVM parameter selection
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An experimental study of the combination of meta-learning with particle swarm algorithms for SVM parameter selection

Péricles B. C Miranda Ricardo B. C Prudêncio; André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; International Conference on Computational Science and its Applications - ICCSA (12. 2012 Salvador de Bahia)

Lecture Notes in Computer Science Berlin : Springer-Verlag v. 7335, p. 562-575, 2012

Berlin Springer-Verlag 2012

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2296373 )(Acessar)

13
A meta-learning approach to select meta-heuristics for the traveling salesman problem using MLP-based label ranking
A meta-learning approach to select meta-heuristics for the traveling salesman problem using MLP-based label ranking
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Artigo de Congresso 		Adicionar ao Meu Espaço

A meta-learning approach to select meta-heuristics for the traveling salesman problem using MLP-based label ranking

Jorge Kanda Carlos Soares; Eduardo Raul Hruschka 1972-; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Neural Information Processing - ICONIP (19. 2012 Doha, Qatar)

Lecture Notes in Computer Science Berlin : Springer-Verlag v. 7665, p. 488-495, 2012

Berlin Springer-Verlag 2012

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2331323 )(Acessar)

14
Preprocessing technique for cluster editing via Integer Linear Programming
Preprocessing technique for cluster editing via Integer Linear Programming
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Artigo de Congresso 		Adicionar ao Meu Espaço

Preprocessing technique for cluster editing via Integer Linear Programming

Luiz Henrique Nogueira Lorena Marcos Gonçalves Quiles; André Carlos Ponce de Leon Ferreira de Carvalho; Luiz Antonio Nogueira Lorena; International Conference on Intelligent Computing Theories and Application - ICIC (14. 2018 Wuhan, China)

Lecture Notes in Computer Science Cham : Springer v. 10954, p. 287-297, 2018

Cham Springer 2018

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2901993 )(Acessar)

15
Unsupervised domain adaptation for human activity recognition
Unsupervised domain adaptation for human activity recognition
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Unsupervised domain adaptation for human activity recognition

Paulo Barbosa Kemilly Dearo Garcia; João Mendes Moreira; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Intelligent Data Engineering and Automated Learning - IDEAL (19. 2018 Madrid)

Lecture Notes in Computer Science Cham : Springer v. 11314, p. 623-630, 2018

Cham Springer 2018

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2935897 )(Acessar)

16
A cluster-based prototype reduction for online classification
A cluster-based prototype reduction for online classification
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Artigo de Congresso 		Adicionar ao Meu Espaço

A cluster-based prototype reduction for online classification

Kemilly Dearo Garcia André Carlos Ponce de Leon Ferreira de Carvalho; João Mendes Moreira; International Conference on Intelligent Data Engineering and Automated Learning - IDEAL (19. 2018 Madrid)

Lecture Notes in Computer Science Cham : Springer v. 11314, p. 603-610, 2018

Cham Springer 2018

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2935861 )(Acessar)

17
Improving portfolio optimization using weighted link prediction in dynamic stock networks
Improving portfolio optimization using weighted link prediction in dynamic stock networks
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Improving portfolio optimization using weighted link prediction in dynamic stock networks

Douglas Castilho João Gama; Leandro Resende Mundim; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Computational Science - ICCS (19. 2019 Faro, Portugal)

Lecture Notes in Computer Science Cham : Springer v. 11538, p. 340-353, 2019

Cham Springer 2019

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2946979 )(Acessar)

18
Multi-objective basic variable neighborhood search for portfolio selection
Multi-objective basic variable neighborhood search for portfolio selection
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Multi-objective basic variable neighborhood search for portfolio selection

Thiago Alves de Queiroz Leandro Resende Mundim; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Variable Neighborhood Search - ICVNS (7. 2019 Rabat, Morocco)

Lecture Notes in Computer Science Cham : Springer v. 12010, p. 67–80, 2020

Cham Springer 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2996765 )(Acessar)

19
Evaluate pseudo labeling and CNN for multi-variate time series classification in low-data regimes
Evaluate pseudo labeling and CNN for multi-variate time series classification in low-data regimes
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Evaluate pseudo labeling and CNN for multi-variate time series classification in low-data regimes

Dino Ienco Davi Pereira-Santos; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Artificial Neural Networks - ICANN (30. 2021 Bratislava, Slovakia)

Lecture Notes in Computer Science Cham : Springer v. 12895, p. 126-137, 2021

Cham Springer 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3064248 )(Acessar)

20
Time-series in hyper-parameter initialization of machine learning techniques
Time-series in hyper-parameter initialization of machine learning techniques
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Time-series in hyper-parameter initialization of machine learning techniques

Tomás Horváth Rafael Gomes Mantovani; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Intelligent Data Engineering and Automated Learning - IDEAL (22. 2021 Manchester, UK)

Lecture Notes in Computer Science Cham : Springer v. 13113, p. 246-258, 2021

Cham Springer 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3084901 )(Acessar)

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