Rafael de Oliveira Werneck - Publications, H-index & Citations

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Rafael de Oliveira Werneck

artificial intelligence lab.

10H-index

32Paper Count

641Citation Count

Published Papers 11

Publication Date

Few-shot and continuous online learning for forecasting in the energy industry

Energy

IF9.4

2025-09-16

PREAI

Gabriel Cirac; Vinicius Eduardo Botechia; Denis José Schiozer; Víctor Martínez; Rafael de Oliveira Werneck; Anderson Rocha

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

COMPUTERS & GEOSCIENCES

IF4.4

2024-11-01

PREAI

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

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Time series causal relationships discovery through feature importance and ensemble models

SCIENTIFIC REPORTS

IF3.9

2023-07-14

OAAI

Castro, Manuel; Junior, Pedro Ribeiro Mendes; Soriano-Vargas, Aurea; Werneck, Rafael de Oliveira; Goncalves, Maiara Moreira; Lusquino Filho, Leopoldo; Moura, Renato; Zampieri, Marcelo; Linares, Oscar; Ferreira, Vitor; Ferreira, Alexandre; Davolio, Alessandra; Schiozer, Denis; Rocha, Anderson

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Learning cost function for graph classification with open-set methods

PATTERN RECOGNITION LETTERS

IF3.3

2019-12-01

OAAI

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

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Exploiting ConvNet Diversity for Flooding Identification

ieee geoscience and remote sensing magazine

IF4.4

2018-09-01

OAAI

Nogueira, Keiller; Fadel, Samuel G.; Dourado, Icaro C.; Werneck, Rafael de O.; Munoz, Javier A., V; Penatti, Otavio A. B.; Calumby, Rodrigo T.; Li, Lin Tzy; dos Santos, Jefersson A.; Torres, Ricardo da S.

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Graph-based bag-of-words for classification

PATTERN RECOGNITION

IF7.6

2018-02-01

PREAI

Silva, Fernanda B.; Werneck, Rafael de O.; Goldenstein, Siome; Tabbone, Salvatore; Torres, Ricardo da S.

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

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2018-01-01

PREAI

Werneck, Rafael de Oliveira; de Almeida, Waldir Rodrigues; Stein, Bernardo Vecchia; Pazinato, Daniel Vatanabe; Mendes Junior, Pedro Ribeiro; Bizetto Penatti, Otavio Augusto; Rocha, Anderson; Torres, Ricardo da Silva

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Nearest neighbors distance ratio open-set classifier

MACHINE LEARNING

IF2.9

2016-12-15

171

OAAI

Mendes Junior, Pedro R.; de Souza, Roberto M.; Werneck, Rafael de O.; Stein, Bernardo V.; Pazinato, Daniel V.; de Almeida, Waldir R.; Penatti, Otavio A. B.; Torres, Ricardo da S.; Rocha, Anderson

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Where is my puppy? Retrieving lost dogs by facial features

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2016-09-03

OAAI

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

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Pixel-Level Tissue Classification for Ultrasound Images

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2016-01-01

PREAI

Pazinato, Daniel V.; Stein, Bernardo V.; de Almeida, Waldir R.; Werneck, Rafael de O.; Mendes Junior, Pedro R.; Penatti, Otavio A. B.; Torres, Ricardo da S.; Menezes, Fabio H.; Rocha, Anderson

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

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2015-11-01

PREAI

Penatti, Otavio A. B.; Werneck, Rafael de O.; de Almeida, Waldir R.; Stein, Bernardo V.; Pazinato, Daniel V.; Mendes Junior, Pedro R.; Torres, Ricardo da S.; Rocha, Anderson

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Research Directions