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1
Evaluation of statistical and machine learning models for time series prediction identifying the state-of-the-art and the best conditions for the use of each model
Evaluation of statistical and machine learning models for time series prediction identifying the state-of-the-art and the best conditions for the use of each model
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Artigo 		Adicionar ao Meu Espaço

Evaluation of statistical and machine learning models for time series prediction identifying the state-of-the-art and the best conditions for the use of each model

Antonio Rafael Sabino Parmezan Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista

Information Sciences New York : Elsevier v. 484, p. 302-337, May 2019

New York 2019

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2930914 )(Acessar)

2
Unsupervised active learning techniques for labeling training sets an experimental evaluation on sequential data
Unsupervised active learning techniques for labeling training sets an experimental evaluation on sequential data
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Unsupervised active learning techniques for labeling training sets an experimental evaluation on sequential data

Vinícius M. A Souza Rafael G Rossi; Gustavo Enrique de Almeida Prado Alves Batista; Solange Oliveira Rezende

Intelligent Data Analysis Amsterdam : IOS Press v. 21, n. 5, p. 1061-1095, 2017

Amsterdam 2017

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2863646 )(Acessar)

3
Time series transductive classification on imbalanced data sets an experimental study
Time series transductive classification on imbalanced data sets an experimental study
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Time series transductive classification on imbalanced data sets an experimental study

Celso A. R. de Sousa Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; International Conference on Pattern Recognition - ICPR (22. 2014 Stockholm, Sweden)

Proceedings Los Alamitos : Conference Publishing Services, 2014

Los Alamitos Conference Publishing Services 2014

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2663145 )(Acessar)

4
Automatic classification of drum sounds with indefinite pitch
Automatic classification of drum sounds with indefinite pitch
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Artigo de Congresso 		Adicionar ao Meu Espaço

Automatic classification of drum sounds with indefinite pitch

Vinícius M. A Souza Gustavo Enrique de Almeida Prado Alves Batista; Nilson E Souza-Filho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)

Proceedings Piscataway : IEEE, 2015

Piscataway IEEE 2015

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2723854 )(Acessar)

5
An experimental analysis on time series transductive classification on graphs
An experimental analysis on time series transductive classification on graphs
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

An experimental analysis on time series transductive classification on graphs

Celso A. R. de Sousa Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; International Joint Conference on Neural Network - IJCNN (2015 Killarney)

Proceedings Piscataway : IEEE, 2015

Piscataway IEEE 2015

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2723860 )(Acessar)

6
Towards hierarchical classification of data streams
Towards hierarchical classification of data streams
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Towards hierarchical classification of data streams

Antonio Rafael Sabino Parmezan Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; Iberoamerican Congress on Pattern Recognition - CIARP : Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (23. 2018 Madrid)

Lecture Notes in Computer Science Cham : Springer v. 11401, p. 314-322, 2019

Cham Springer 2019

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2931260 )(Acessar)

7
Extracting texture features for time series classification
Extracting texture features for time series classification
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Extracting texture features for time series classification

Vinícius M. A Souza Diego Furtado Silva; Gustavo Enrique de Almeida Prado Alves Batista; International Conference on Pattern Recognition - ICPR (22. 2014 Stockholm, Sweden)

Proceedings Los Alamitos : Conference Publishing Services, 2014

Los Alamitos Conference Publishing Services 2014

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2663155 )(Acessar)

8
Exploring low cost laser sensors to identify flying insect species
Exploring low cost laser sensors to identify flying insect species
Material Type:
Artigo 		Adicionar ao Meu Espaço

Exploring low cost laser sensors to identify flying insect species

Diego Furtado Silva Vinícius M. A Souza; Daniel P. W Ellis; Eamonn J Keogh; Gustavo Enrique de Almeida Prado Alves Batista

Journal of Intelligent & Robotic Systems Dordrecht : Springer v. 80, supl. 1, p. S313-S330, Dec. 2015

Dordrecht 2015

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2678530 )(Acessar)

9
Data stream classification guided by clustering on nonstationary environments and extreme verification latency
Data stream classification guided by clustering on nonstationary environments and extreme verification latency
Material Type:
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Data stream classification guided by clustering on nonstationary environments and extreme verification latency

Vinícius M. A Souza Diego Furtado Silva; João Gama; Gustavo Enrique de Almeida Prado Alves Batista; SIAM International Conference on Data Mining - SDM (15. 2015 Vancouver)

Proceedings Philadelphia : SIAM, 2015

Philadelphia SIAM 2015

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-2734714 )(Acessar)

10
Music shapelets for fast cover song regognition
Music shapelets for fast cover song regognition
Material Type:
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Music shapelets for fast cover song regognition

Diego Furtado Silva Vinícius M. A Souza; Gustavo Enrique de Almeida Prado Alves Batista; International Society for Music Information Retrieval Conference - ISMIR (16. 2015 Málaga)

Proceedings Málaga : International Society for Music Information Retrieval, 2015

Málaga International Society for Music Information Retrieval 2015

Acesso online. A biblioteca também possui exemplares impressos.

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