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 001 (Comput. Biol. Medicine, 2015)

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 001 (IEEE J. Biomed. Health Informatics, 2016)

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 (MediaEval, 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 001 (Mach. Learn., 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)

Graph-Based Early-Fusion for Flood Detection. - Rafael de Oliveira Werneck; Ícaro C. Dourado; Samuel G. Fadel; Salvatore Tabbone; Ricardo da Silva Torres (ICIP, 2018)

Learning Cost Functions for Graph Matching. - Rafael de Oliveira Werneck; Romain Raveaux; Salvatore Tabbone; Ricardo da Silva Torres (S+SSPR, 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 001; Ricardo da Silva Torres (Future Gener. Comput. Syst., 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)

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)

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)

Rock-type classification: A (critical) machine-learning perspective. - Pedro Ribeiro Mendes Júnior; Soroor Salavati; Oscar Linares; Maiara Moreira Gonçalves; Marcelo Ferreira Zampieri; Vitor Hugo de Sousa Ferreira; Manuel Castro 002; Rafael de Oliveira Werneck; Renato Moura; Elayne Morais; Ahmed Esmin; Leopoldo Lusquino; et al. (Comput. Geosci., 2024)

A multi-modal approach for mixed-frequency time series forecasting. - Leopoldo Lusquino Filho; Rafael de Oliveira Werneck; Manuel Castro 002; Pedro Ribeiro Mendes Júnior; Augusto Lustosa; Marcelo Ferreira Zampieri; Oscar Linares; Renato Moura; Elayne Morais; Murilo Amaral; Soroor Salavati; Ashish Loomba; et al. (Neural Comput. Appl., 2024)