Rafael de Oliveira Werneck

15 papers B 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A multi-modal approach for mixed-frequency time series forecasting.
Neural Comput. Appl.
Leopoldo Lusquino Filho, Rafael de Oliveira Werneck, Manuel Castro, Pedro Ribeiro Mendes Júnior, Augusto Lustosa, Marcelo Ferreira Zampieri, Oscar Linares, Renato Moura, Elayne Morais, Murilo Amaral, Soroor Salavati, Ashish Loomba, Ahmed Esmin, Maiara Moreira Gonçalves, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha
2024 J jnl
Rock-type classification: A (critical) machine-learning perspective.
Comput. Geosci.
Pedro Ribeiro Mendes Júnior, 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
2019 J jnl
Learning cost function for graph classification with open-set methods.
Pattern Recognit. Lett.
Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres
2018 J jnl
Exploiting ConvNet Diversity for Flooding Identification.
IEEE Geosci. Remote. Sens. Lett.
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
2018 B conf
Graph-Based Early-Fusion for Flood Detection.
ICIP
Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres
2018 J jnl
Graph-based bag-of-words for classification.
Pattern Recognit.
Fernanda B. Silva, Rafael de Oliveira Werneck, Siome Goldenstein, Salvatore Tabbone, Ricardo da Silva Torres
2018 J jnl
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments.
Future Gener. Comput. Syst.
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
2018 — conf
Learning Cost Functions for Graph Matching.
S+SSPR
Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres
2017 — conf
Data-Driven Flood Detection using Neural Networks.
MediaEval
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
2017 J jnl
Exploiting ConvNet Diversity for Flooding Identification.
CoRR
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
2017 J jnl
Nearest neighbors distance ratio open-set classifier.
Mach. Learn.
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
2017 J jnl
Where is my puppy? Retrieving lost dogs by facial features.
Multim. Tools Appl.
Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle
2016 J jnl
Pixel-Level Tissue Classification for Ultrasound Images.
IEEE J. Biomed. Health Informatics
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
2015 J jnl
Mid-level image representations for real-time heart view plane classification of echocardiograms.
Comput. Biol. Medicine
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
2015 J jnl
Where is my puppy? Retrieving lost dogs by facial features.
CoRR
Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle