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A study of the correlation of metafeatures used for metalearning
A study of the correlation of metafeatures used for metalearning
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Artigo de Congresso 		Adicionar ao Meu Espaço

A study of the correlation of metafeatures used for metalearning

Adriano Rivolli Luís Paulo Faina Garcia; Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; International Work-Conference on Artificial Neural Networks - IWANN (16. 2021 Virtual Event)

Lecture Notes in Computer Science Cham : Springer v. 12861, p. 471-483, 2021

Cham Springer 2021

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3044284 )(Acessar)

2
Time-series in hyper-parameter initialization of machine learning techniques
Time-series in hyper-parameter initialization of machine learning techniques
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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)

3
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
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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)

4
Multi-objective basic variable neighborhood search for portfolio selection
Multi-objective basic variable neighborhood search for portfolio selection
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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)

5
Local interpretation methods to machine learning using the domain of the feature space
Local interpretation methods to machine learning using the domain of the feature space
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Artigo de Congresso 		Adicionar ao Meu Espaço

Local interpretation methods to machine learning using the domain of the feature space

Tiago Botari Rafael Izbicki; André Carlos Ponce de Leon Ferreira de Carvalho; European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD (2019 Würzburg, Germany); Joint International Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence & eXplainable Knowledge Discovery in Data Mining - AIMLAI-XKDD (2019 Würzburg, Germany)

Communications in Computer and Information Science Cham : Springer v. 1167, p. 241-252, 2020

Cham Springer 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2994549 )(Acessar)

6
Gradient boosting machine and LSTM network for online harassment detection and categorization in social media
Gradient boosting machine and LSTM network for online harassment detection and categorization in social media
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Gradient boosting machine and LSTM network for online harassment detection and categorization in social media

Fabíola Souza Fernandes Pereira Thiago Andrade; André Carlos Ponce de Leon Ferreira de Carvalho; European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD (2019 Würzburg, Germany); Workshop on Categorizing Different Types of Online Harassment Languages in Social Media (1st. 2019 Würzburg, Germany)

Communications in Computer and Information Science Cham : Springer v. 1168, p. 314–320, 2020

Cham Springer 2020

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2994552 )(Acessar)

7
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)

8
Unsupervised domain adaptation for human activity recognition
Unsupervised domain adaptation for human activity recognition
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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)

9
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)

10
A cluster-based prototype reduction for online classification
A cluster-based prototype reduction for online classification
Material Type:
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)

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