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1
A comprehensive comparison of ML algorithms for gene expression data classification
A comprehensive comparison of ML algorithms for gene expression data classification
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

A comprehensive comparison of ML algorithms for gene expression data classification

Bruno Feres de Souza André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; 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-1836581 ) e outros locais(Acessar)

2
Combining a Multi-Objective Optimization approach with Meta-Learning for SVM parameter selection
Combining a Multi-Objective Optimization approach with Meta-Learning for SVM parameter selection
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Combining a Multi-Objective Optimization approach with Meta-Learning for SVM parameter selection

Péricles B. C. de Miranda Ricardo B. C Prudêncio; André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; IEEE International Conference on Systems, Man, and Cybernetics - SMC (2012 Seoul)

Proceedings Piscataway : IEEE, 2012

Piscataway IEEE 2012

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2313910 ) e outros locais(Acessar)

3
Metalearning and recommender systems a literature review and empirical study on the algorithm selection problem for collaborative filtering
Metalearning and recommender systems a literature review and empirical study on the algorithm selection problem for collaborative filtering
Material Type:
Artigo 		Adicionar ao Meu Espaço

Metalearning and recommender systems a literature review and empirical study on the algorithm selection problem for collaborative filtering

Tiago Cunha Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho

Information Sciences New York : Elsevier v. 423, p. 128-144, Jan. 2018

New York 2018

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2855018 )(Acessar)

4
A guidance of data stream characterization for meta-learning
A guidance of data stream characterization for meta-learning
Material Type:
Artigo 		Adicionar ao Meu Espaço

A guidance of data stream characterization for meta-learning

André Luis Debiaso Rossi Bruno Feres de Souza; Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho

Intelligent Data Analysis Amsterdam : IOS Press v. 21, n. 4, p. 1015-1035, 2017

Amsterdam 2017

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2867372 )(Acessar)

5
A hybrid meta-learning architecture for multi-objective optimization of SVM parameters
A hybrid meta-learning architecture for multi-objective optimization of SVM parameters
Material Type:
Artigo 		Adicionar ao Meu Espaço

A hybrid meta-learning architecture for multi-objective optimization of SVM parameters

Péricles B. C Miranda Ricardo B. C Prudêncio; André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares

Neurocomputing Amsterdam : Elsevier v. 143, p. 27-43, nov. 2014

Amsterdam 2014

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2494450 )(Acessar)

6
A label ranking approach for selecting rankings of collaborative filtering algorithms
A label ranking approach for selecting rankings of collaborative filtering algorithms
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

A label ranking approach for selecting rankings of collaborative filtering algorithms

Tiago Cunha Carlos Soares; André Carlos Ponce de Leon Ferreira de Carvalho; Symposium on Applied Computing - SAC (33. 2018 Pau)

Proceedings New York : ACM, 2018

New York ACM 2018

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2891713 )(Acessar)

7
Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem a comparison of meta-features
Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem a comparison of meta-features
Material Type:
Artigo 		Adicionar ao Meu Espaço

Meta-learning to select the best meta-heuristic for the Traveling Salesman Problem a comparison of meta-features

Jorge Kanda André Carlos Ponce de Leon Ferreira de Carvalho; Eduardo Raul Hruschka 1972-; Carlos Soares; Pavel Brazdil

Neurocomputing Amsterdam : Elsevier v. 205, p. 393-406, Sep. 2016

Amsterdam 2016

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2762791 )(Acessar)

8
Process optimization for enzymatic production of a valuable biomass-based ester from levulinic acid
Process optimization for enzymatic production of a valuable biomass-based ester from levulinic acid
Material Type:
Artigo 		Adicionar ao Meu Espaço

Process optimization for enzymatic production of a valuable biomass-based ester from levulinic acid

Marcus V. S. Cambraia Milson S Barbosa; Cleide Mara Faria Soares; Ana Karine Furtado de Carvalho; Adriano Aguiar Mendes

Bioprocess and biosystems engineering v.46, p.53-67, 2023

Springer 2023

Item não circula. Consulte sua biblioteca.(Acessar)

9
MetaStream a meta-learning based method for periodic algorithm selection in time-changing data
MetaStream a meta-learning based method for periodic algorithm selection in time-changing data
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

MetaStream a meta-learning based method for periodic algorithm selection in time-changing data

André Luis Debiaso Rossi André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; Bruno Feres de Souza; Brazilian Symposium on Neural Networks - SBRN (12. 2012 Curitiba)

Neurocomputing Amsterdam : Elsevier v. 127, p. 52-64, mar. 2014

Amsterdam Elsevier 2014

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2407771 )(Acessar)

10
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
Material Type:
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)

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