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ORCIDBibTeX records: Rafael de Oliveira Werneck
@article{DBLP:journals/gandc/MendesSLGZFCWMMELSFDR24,
author = {Pedro Ribeiro Mendes J{\'{u}}nior and
Soroor Salavati and
Oscar Linares and
Maiara Moreira Gon{\c{c}}alves and
Marcelo Ferreira Zampieri and
Vitor Hugo de Sousa Ferreira and
Manuel Castro and
Rafael de Oliveira Werneck and
Renato Moura and
Elayne Morais and
Ahmed Esmin and
Leopoldo Lusquino and
Denis Jos{\'{e}} Schiozer and
Alexandre Ferreira and
Alessandra Dav{\'{o}}lio and
Anderson Rocha},
title = {Rock-type classification: {A} (critical) machine-learning perspective},
journal = {Comput. Geosci.},
volume = {193},
pages = {105730},
year = {2024},
url = {https://doi.org/10.1016/j.cageo.2024.105730},
doi = {10.1016/J.CAGEO.2024.105730},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/gandc/MendesSLGZFCWMMELSFDR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/FilhoWCJLZLMMASLEGSFDR24,
author = {Leopoldo Lusquino Filho and
Rafael de Oliveira Werneck and
Manuel Castro and
Pedro Ribeiro Mendes J{\'{u}}nior and
Augusto Lustosa and
Marcelo Ferreira Zampieri and
Oscar Linares and
Renato Moura and
Elayne Morais and
Murilo Amaral and
Soroor Salavati and
Ashish Loomba and
Ahmed Esmin and
Maiara Moreira Gon{\c{c}}alves and
Denis Jos{\'{e}} Schiozer and
Alexandre Ferreira and
Alessandra Dav{\'{o}}lio and
Anderson Rocha},
title = {A multi-modal approach for mixed-frequency time series forecasting},
journal = {Neural Comput. Appl.},
volume = {36},
number = {34},
pages = {21581--21605},
year = {2024},
url = {https://doi.org/10.1007/s00521-024-10305-z},
doi = {10.1007/S00521-024-10305-Z},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/FilhoWCJLZLMMASLEGSFDR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/WerneckRTT19,
author = {Rafael de Oliveira Werneck and
Romain Raveaux and
Salvatore Tabbone and
Ricardo da Silva Torres},
title = {Learning cost function for graph classification with open-set methods},
journal = {Pattern Recognit. Lett.},
volume = {128},
pages = {8--15},
year = {2019},
url = {https://doi.org/10.1016/j.patrec.2019.08.010},
doi = {10.1016/J.PATREC.2019.08.010},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/WerneckRTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/WerneckASPMPRT18,
author = {Rafael de Oliveira Werneck and
Waldir R. de Almeida and
Bernardo Vecchia Stein and
Daniel V. Pazinato and
Pedro Ribeiro Mendes J{\'{u}}nior and
Ot{\'{a}}vio Augusto Bizetto Penatti and
Anderson Rocha and
Ricardo da Silva Torres},
title = {Kuaa: {A} unified framework for design, deployment, execution, and
recommendation of machine learning experiments},
journal = {Future Gener. Comput. Syst.},
volume = {78},
pages = {59--76},
year = {2018},
url = {https://doi.org/10.1016/j.future.2017.06.013},
doi = {10.1016/J.FUTURE.2017.06.013},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/WerneckASPMPRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/NogueiraFDWMPCL18,
author = {Keiller Nogueira and
Samuel G. Fadel and
{\'{I}}caro C. Dourado and
Rafael de Oliveira Werneck and
Javier A. V. Mu{\~{n}}oz and
Ot{\'{a}}vio A. B. Penatti and
Rodrigo Tripodi Calumby and
Lin Tzy Li and
Jefersson A. dos Santos and
Ricardo da Silva Torres},
title = {Exploiting ConvNet Diversity for Flooding Identification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {9},
pages = {1446--1450},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2018.2845549},
doi = {10.1109/LGRS.2018.2845549},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/NogueiraFDWMPCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SilvaWGTT18,
author = {Fernanda B. Silva and
Rafael de Oliveira Werneck and
Siome Goldenstein and
Salvatore Tabbone and
Ricardo da Silva Torres},
title = {Graph-based bag-of-words for classification},
journal = {Pattern Recognit.},
volume = {74},
pages = {266--285},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2017.09.018},
doi = {10.1016/J.PATCOG.2017.09.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SilvaWGTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/WerneckDFTT18,
author = {Rafael de Oliveira Werneck and
{\'{I}}caro C. Dourado and
Samuel G. Fadel and
Salvatore Tabbone and
Ricardo da Silva Torres},
title = {Graph-Based Early-Fusion for Flood Detection},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {1048--1052},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451011},
doi = {10.1109/ICIP.2018.8451011},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/WerneckDFTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/WerneckRTT18,
author = {Rafael de Oliveira Werneck and
Romain Raveaux and
Salvatore Tabbone and
Ricardo da Silva Torres},
editor = {Xiao Bai and
Edwin R. Hancock and
Tin Kam Ho and
Richard C. Wilson and
Battista Biggio and
Antonio Robles{-}Kelly},
title = {Learning Cost Functions for Graph Matching},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2018, Beijing, China, August
17-19, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {345--354},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-97785-0\_33},
doi = {10.1007/978-3-319-97785-0\_33},
timestamp = {Mon, 26 Jun 2023 20:47:53 +0200},
biburl = {https://dblp.org/rec/conf/sspr/WerneckRTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Mendes-JuniorSW17,
author = {Pedro Ribeiro Mendes J{\'{u}}nior and
Roberto Medeiros de Souza and
Rafael de Oliveira Werneck and
Bernardo V. Stein and
Daniel V. Pazinato and
Waldir R. de Almeida and
Ot{\'{a}}vio A. B. Penatti and
Ricardo da Silva Torres and
Anderson Rocha},
title = {Nearest neighbors distance ratio open-set classifier},
journal = {Mach. Learn.},
volume = {106},
number = {3},
pages = {359--386},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5610-8},
doi = {10.1007/S10994-016-5610-8},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Mendes-JuniorSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/MoreiraPWV17,
author = {Thierry Pinheiro Moreira and
Mauricio Lisboa Perez and
Rafael de Oliveira Werneck and
Eduardo Valle},
title = {Where is my puppy? Retrieving lost dogs by facial features},
journal = {Multim. Tools Appl.},
volume = {76},
number = {14},
pages = {15325--15340},
year = {2017},
url = {https://doi.org/10.1007/s11042-016-3824-1},
doi = {10.1007/S11042-016-3824-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/MoreiraPWV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/NogueiraFDWMPCL17,
author = {Keiller Nogueira and
Samuel G. Fadel and
{\'{I}}caro C. Dourado and
Rafael de Oliveira Werneck and
Javier A. V. Mu{\~{n}}oz and
Ot{\'{a}}vio A. B. Penatti and
Rodrigo Tripodi Calumby and
Lin Li and
Jefersson Alex dos Santos and
Ricardo da Silva Torres},
editor = {Guillaume Gravier and
Benjamin Bischke and
Claire{-}H{\'{e}}l{\`{e}}ne Demarty and
Maia Zaharieva and
Michael Riegler and
Emmanuel Dellandr{\'{e}}a and
Dmitry Bogdanov and
Richard F. E. Sutcliffe and
Gareth J. F. Jones and
Martha A. Larson},
title = {Data-Driven Flood Detection using Neural Networks},
booktitle = {Working Notes Proceedings of the MediaEval 2017 Workshop co-located
with the Conference and Labs of the Evaluation Forum {(CLEF} 2017),
Dublin, Ireland, September 13-15, 2017},
series = {{CEUR} Workshop Proceedings},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1984/Mediaeval\_2017\_paper\_39.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:12 +0100},
biburl = {https://dblp.org/rec/conf/mediaeval/NogueiraFDWMPCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03564,
author = {Keiller Nogueira and
Samuel G. Fadel and
{\'{I}}caro C. Dourado and
Rafael de Oliveira Werneck and
Javier A. V. Mu{\~{n}}oz and
Ot{\'{a}}vio A. B. Penatti and
Rodrigo Tripodi Calumby and
Lin Tzy Li and
Jefersson A. dos Santos and
Ricardo da Silva Torres},
title = {Exploiting ConvNet Diversity for Flooding Identification},
journal = {CoRR},
volume = {abs/1711.03564},
year = {2017},
url = {http://arxiv.org/abs/1711.03564},
eprinttype = {arXiv},
eprint = {1711.03564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/PazinatoSAWMPTM16,
author = {Daniel V. Pazinato and
Bernardo V. Stein and
Waldir R. de Almeida and
Rafael de Oliveira Werneck and
Pedro Ribeiro Mendes J{\'{u}}nior and
Ot{\'{a}}vio Augusto Bizetto Penatti and
Ricardo da Silva Torres and
Fabio H. Menezes and
Anderson Rocha},
title = {Pixel-Level Tissue Classification for Ultrasound Images},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {20},
number = {1},
pages = {256--267},
year = {2016},
url = {https://doi.org/10.1109/JBHI.2014.2386796},
doi = {10.1109/JBHI.2014.2386796},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/PazinatoSAWMPTM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/PenattiWASPMTR15,
author = {Ot{\'{a}}vio Augusto Bizetto Penatti and
Rafael de Oliveira Werneck and
Waldir R. de Almeida and
Bernardo V. Stein and
Daniel V. Pazinato and
Pedro Ribeiro Mendes J{\'{u}}nior and
Ricardo da Silva Torres and
Anderson Rocha},
title = {Mid-level image representations for real-time heart view plane classification
of echocardiograms},
journal = {Comput. Biol. Medicine},
volume = {66},
pages = {66--81},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2015.08.004},
doi = {10.1016/J.COMPBIOMED.2015.08.004},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/PenattiWASPMTR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoreiraPWV15,
author = {Thierry Pinheiro Moreira and
Mauricio Lisboa Perez and
Rafael de Oliveira Werneck and
Eduardo Valle},
title = {Where is my puppy? Retrieving lost dogs by facial features},
journal = {CoRR},
volume = {abs/1510.02781},
year = {2015},
url = {http://arxiv.org/abs/1510.02781},
eprinttype = {arXiv},
eprint = {1510.02781},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoreiraPWV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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