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ORCIDRafael de Oliveira Werneck
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2020 – today
- 2024
[j9]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:
Rock-type classification: A (critical) machine-learning perspective. Comput. Geosci. 193: 105730 (2024)
2010 – 2019
- 2019
- [j8]Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres:
Learning cost function for graph classification with open-set methods. Pattern Recognit. Lett. 128: 8-15 (2019) - 2018
- [j7]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:
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments. Future Gener. Comput. Syst. 78: 59-76 (2018) - [j6]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:
Exploiting ConvNet Diversity for Flooding Identification. IEEE Geosci. Remote. Sens. Lett. 15(9): 1446-1450 (2018) - [j5]Fernanda B. Silva, Rafael de Oliveira Werneck, Siome Goldenstein, Salvatore Tabbone, Ricardo da Silva Torres:
Graph-based bag-of-words for classification. Pattern Recognit. 74: 266-285 (2018) - [c3]Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres:
Graph-Based Early-Fusion for Flood Detection. ICIP 2018: 1048-1052 - [c2]Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres:
Learning Cost Functions for Graph Matching. S+SSPR 2018: 345-354 - 2017
- [j4]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:
Nearest neighbors distance ratio open-set classifier. Mach. Learn. 106(3): 359-386 (2017) - [j3]Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle:
Where is my puppy? Retrieving lost dogs by facial features. Multim. Tools Appl. 76(14): 15325-15340 (2017) - [c1]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:
Data-Driven Flood Detection using Neural Networks. MediaEval 2017 - [i2]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:
Exploiting ConvNet Diversity for Flooding Identification. CoRR abs/1711.03564 (2017) - 2016
- [j2]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:
Pixel-Level Tissue Classification for Ultrasound Images. IEEE J. Biomed. Health Informatics 20(1): 256-267 (2016) - 2015
- [j1]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:
Mid-level image representations for real-time heart view plane classification of echocardiograms. Comput. Biol. Medicine 66: 66-81 (2015) - [i1]Thierry Pinheiro Moreira, Mauricio Lisboa Perez, Rafael de Oliveira Werneck, Eduardo Valle:
Where is my puppy? Retrieving lost dogs by facial features. CoRR abs/1510.02781 (2015)
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