Semi-supervised learning to support the exploration of association rules
Veronica Oliveira de Carvalho Renan de Padua; Solange Oliveira Rezende; International Conference on Data Warehousing and Knowledge Discovery - DaWaK (16. 2014 Munich)
Lecture Notes in Computer Science Cham : Springer v. 8646, p. 452-464, 2014
Deep convolutional neural networks and noisy images
Tiago Santana de Nazaré Gabriel B. Paranhos da Costa; Welinton A Contato; Moacir Antonelli Ponti; Iberoamerican Congress on Pattern Recognition - CIARP : Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (22. 2017 Valparaíso)
Lecture Notes in Computer Science Cham : Springer v. 10657, p. 416-424, 2018
A distributed approach to flood prediction using a WSN and ML a comparative study of ml techniques in a WSN deployed in Brazil
Gustavo Furquim (Gustavo Antonio Furquim) Gustavo Pessin; Pedro H Gomes (Pedro Henrique Gomes); Eduardo Mario Mendiondo; Jó Ueyama; International Conference Intelligent Data Engineering and Automated Learning – IDEAL (16. 2015 Wroclaw, Poland
Lecture Notes in Computer Science Cham : Springer, 2015
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
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
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
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