Rafael de Oliveira Werneck

According to our database, Rafael de Oliveira Werneck authored at least 12 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Rock-type classification: A (critical) machine-learning perspective.

Pedro Ribeiro Mendes, Soroor Salavati, Oscar Linares, Maiara Moreira Gonçalves, Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, Manuel Castro, Rafael de Oliveira Werneck, Renato Moura, Elayne Morais, Ahmed Esmin, Leopoldo Lusquino, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha

Comput. Geosci., 2024

2019

Learning cost function for graph classification with open-set methods.

Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres

Pattern Recognit. Lett., 2019

2018

Graph-based bag-of-words for classification.

Fernanda B. Silva, Rafael de Oliveira Werneck, Siome Goldenstein, Salvatore Tabbone, Ricardo da Silva Torres

Pattern Recognit., 2018

Exploiting ConvNet Diversity for Flooding Identification.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres

IEEE Geosci. Remote. Sens. Lett., 2018

Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments.

Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo Vecchia Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Anderson Rocha, Ricardo da Silva Torres

Future Gener. Comput. Syst., 2018

Learning Cost Functions for Graph Matching.

Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Graph-Based Early-Fusion for Flood Detection.

Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Where is my puppy? Retrieving lost dogs by facial features.

Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle

Multim. Tools Appl., 2017

Nearest neighbors distance ratio open-set classifier.

Pedro Ribeiro Mendes Júnior, Roberto Medeiros de Souza, Rafael de Oliveira Werneck, Bernardo V. Stein, Daniel V. Pazinato, Waldir R. de Almeida, Otávio A. B. Penatti, Ricardo da Silva Torres, Anderson Rocha

Mach. Learn., 2017

Data-Driven Flood Detection using Neural Networks.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

2016

Pixel-Level Tissue Classification for Ultrasound Images.

Daniel V. Pazinato, Bernardo V. Stein, Waldir R. de Almeida, Rafael de Oliveira Werneck, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Fabio H. Menezes, Anderson Rocha

IEEE J. Biomed. Health Informatics, 2016

2015

Mid-level image representations for real-time heart view plane classification of echocardiograms.

Otávio Augusto Bizetto Penatti, Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo V. Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Ricardo da Silva Torres, Anderson Rocha

Comput. Biol. Medicine, 2015