Publicações

Authors:

ALLMatsubaraGonçalvesNogueiraFernandesViçoso

Type:

ALL

2024

• K. Nogueira, M. M. F. Pinheiro, A. P. M. Ramos, W. N. Gonçalves, J. M. Junior, and J. A. dos Santos, “Prototypical contrastive network for imbalanced aerial image segmentation,” in IEEE/CVF winter conference on applications of computer vision, WACV 2024, waikoloa, hi, usa, january 3-8, 2024, 2024, p. 8351–8361.
  [Bibtex]

  @inproceedings{DBLP:conf/wacv/NogueiraPRGJS24,
  author = "Nogueira, Keiller and Pinheiro, Mayara Maezano Faita and Ramos, Ana Paula Marques and Gon{\c{c}}alves, Wesley Nunes and Junior, Jos{\'{e}} Marcato and dos Santos, Jefersson A.",
  title = "Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation",
  booktitle = "{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024",
  pages = "8351--8361",
  publisher = "{IEEE}",
  year = "2024",
  url = "https://doi.org/10.1109/WACV57701.2024.00818",
  doi = "10.1109/WACV57701.2024.00818",
  timestamp = "Wed, 17 Apr 2024 07:41:22 +0200",
  biburl = "https://dblp.org/rec/conf/wacv/NogueiraPRGJS24.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. T. H. Higa, R. S. Monzani, J. F. da Silva Cecatto, M. F. B. M. de Souza, V. A. de Moraes Weber, H. Pistori, and E. T. Matsubara, “Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction,” Corr, vol. abs/2403.07621, 2024.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2403-07621,
  author = "Higa, Gabriel Toshio Hirokawa and Monzani, Rodrigo Stuqui and da Silva Cecatto, Jorge Fernando and de Souza, Maria Fernanda Balestieri Mariano and de Moraes Weber, Vanessa Aparecida and Pistori, Hemerson and Matsubara, Edson Takashi",
  title = "Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction",
  journal = "CoRR",
  volume = "abs/2403.07621",
  year = "2024",
  url = "https://doi.org/10.48550/arXiv.2403.07621",
  doi = "10.48550/ARXIV.2403.07621",
  eprinttype = "arXiv",
  eprint = "2403.07621",
  timestamp = "Thu, 04 Apr 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-2403-07621.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2023

• D. N. Gonçalves, J. M. Junior, A. C. Carrilho, P. R. Acosta, A. P. M. Ramos, F. D. G. Gomes, L. P. Osco, M. da Rosa Oliveira, J. A. C. Martins, G. A. D. Júnior, M. S. Araújo, J. Li, F. Roque, L. de Faria Peres, W. N. Gonçalves, and R. Libonati, “Transformers for mapping burned areas in brazilian pantanal and amazon with planetscope imagery,” Int. j. appl. earth obs. geoinformation, vol. 116, p. 103151, 2023.
  [Bibtex]

  @article{DBLP:journals/aeog/GoncalvesJCARGOOMJALRPGL23,
  author = "Gon{\c{c}}alves, Diogo Nunes and Junior, Jos{\'{e}} Marcato and Carrilho, Andr{\'{e}} Caceres and Acosta, Plabiany Rodrigo and Ramos, Ana Paula Marques and Gomes, Felipe David Georges and Osco, Lucas Prado and da Rosa Oliveira, Maxwell and Martins, Jos{\'{e}} Augusto Correa and J{\'{u}}nior, Geraldo Alves Damasceno and Ara{\'{u}}jo, M{\'{a}}rcio Santos and Li, Jonathan and Roque, F{\'{a}}bio and de Faria Peres, Leonardo and Gon{\c{c}}alves, Wesley Nunes and Libonati, Renata",
  title = "Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "116",
  pages = "103151",
  year = "2023",
  url = "https://doi.org/10.1016/j.jag.2022.103151",
  doi = "10.1016/J.JAG.2022.103151",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/GoncalvesJCARGOOMJALRPGL23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. Liu, Y. Zang, Z. Xiong, X. Bian, C. Wen, X. Lu, C. Wang, J. M. Junior, W. N. Gonçalves, and J. Li, “3d building model generation from MLS point cloud and 3d mesh using multi-source data fusion,” Int. j. appl. earth obs. geoinformation, vol. 116, p. 103171, 2023.
  [Bibtex]

  @article{DBLP:journals/aeog/LiuZXBWLWJGL23,
  author = "Liu, Weiquan and Zang, Yu and Xiong, Zhangyue and Bian, Xuesheng and Wen, Chenglu and Lu, Xiaolei and Wang, Cheng and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "3D building model generation from {MLS} point cloud and 3D mesh using multi-source data fusion",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "116",
  pages = "103171",
  year = "2023",
  url = "https://doi.org/10.1016/j.jag.2022.103171",
  doi = "10.1016/J.JAG.2022.103171",
  timestamp = "Wed, 01 Feb 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/aeog/LiuZXBWLWJGL23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, Q. Wu, E. L. de Lemos, W. N. Gonçalves, A. P. M. Ramos, J. Li, and J. M. Junior, “The segment anything model (SAM) for remote sensing applications: from zero to one shot,” Int. j. appl. earth obs. geoinformation, vol. 124, p. 103540, 2023.
  [Bibtex]

  @article{DBLP:journals/aeog/OscoWLGRLJ23,
  author = "Osco, Lucas Prado and Wu, Qiusheng and de Lemos, Eduardo Lopes and Gon{\c{c}}alves, Wesley Nunes and Ramos, Ana Paula Marques and Li, Jonathan and Junior, Jos{\'{e}} Marcato",
  title = "The Segment Anything Model {(SAM)} for remote sensing applications: From zero to one shot",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "124",
  pages = "103540",
  year = "2023",
  url = "https://doi.org/10.1016/j.jag.2023.103540",
  doi = "10.1016/J.JAG.2023.103540",
  timestamp = "Sat, 13 Jan 2024 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/aeog/OscoWLGRLJ23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. de Souza Rodrigues, E. C. Filho, K. M. Sakiyama, M. F. Santos, L. Jank, C. Carromeu, E. Silveira, E. T. Matsubara, J. M. Junior, and W. N. Gonçalves, “Deep4fusion: A deep forage fusion framework for high-throughput phenotyping for green and dry matter yield traits,” Comput. electron. agric., vol. 211, p. 107957, 2023.
  [Bibtex]

  @article{DBLP:journals/cea/RodriguesFSSJCSMJG23,
  author = "de Souza Rodrigues, Lucas and Filho, Edmar Caixeta and Sakiyama, Kenzo Miranda and Santos, Mateus Figueiredo and Jank, Liana and Carromeu, Camilo and Silveira, Eloise and Matsubara, Edson Takashi and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "Deep4Fusion: {A} Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits",
  journal = "Comput. Electron. Agric.",
  volume = "211",
  pages = "107957",
  year = "2023",
  url = "https://doi.org/10.1016/j.compag.2023.107957",
  doi = "10.1016/J.COMPAG.2023.107957",
  timestamp = "Thu, 31 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/cea/RodriguesFSSJCSMJG23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• A. Q. B. Silva, W. N. Gonçalves, and E. T. Matsubara, “Descinet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting,” Expert syst. appl., vol. 228, p. 120246, 2023.
  [Bibtex]

  @article{DBLP:journals/eswa/SilvaGM23,
  author = "Silva, Andre Quintiliano Bezerra and Gon{\c{c}}alves, Wesley Nunes and Matsubara, Edson Takashi",
  title = "DESCINet: {A} hierarchical deep convolutional neural network with skip connection for long time series forecasting",
  journal = "Expert Syst. Appl.",
  volume = "228",
  pages = "120246",
  year = "2023",
  url = "https://doi.org/10.1016/j.eswa.2023.120246",
  doi = "10.1016/J.ESWA.2023.120246",
  timestamp = "Fri, 07 Jul 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/eswa/SilvaGM23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. S. Scabini, K. M. C. Zielinski, L. C. Ribas, W. N. Gonçalves, B. D. Baets, and O. M. Bruno, “RADAM: texture recognition through randomized aggregated encoding of deep activation maps,” Pattern recognit., vol. 143, p. 109802, 2023.
  [Bibtex]

  @article{DBLP:journals/pr/ScabiniZRGBB23,
  author = "Scabini, Leonardo F. S. and Zielinski, Kallil M. C. and Ribas, Lucas Correia and Gon{\c{c}}alves, Wesley Nunes and Baets, Bernard De and Bruno, Odemir M.",
  title = "{RADAM:} Texture recognition through randomized aggregated encoding of deep activation maps",
  journal = "Pattern Recognit.",
  volume = "143",
  pages = "109802",
  year = "2023",
  url = "https://doi.org/10.1016/j.patcog.2023.109802",
  doi = "10.1016/J.PATCOG.2023.109802",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/pr/ScabiniZRGBB23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, E. L. de Lemos, W. N. Gonçalves, A. P. M. Ramos, and J. M. Junior, “The potential of visual chatgpt for remote sensing,” Remote. sens., vol. 15, iss. 13, p. 3232, 2023.
  [Bibtex]

  @article{DBLP:journals/remotesensing/OscoLGRJ23,
  author = "Osco, Lucas Prado and de Lemos, Eduardo Lopes and Gon{\c{c}}alves, Wesley Nunes and Ramos, Ana Paula Marques and Junior, Jos{\'{e}} Marcato",
  title = "The Potential of Visual ChatGPT for Remote Sensing",
  journal = "Remote. Sens.",
  volume = "15",
  number = "13",
  pages = "3232",
  year = "2023",
  url = "https://doi.org/10.3390/rs15133232",
  doi = "10.3390/RS15133232",
  timestamp = "Sun, 22 Oct 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/OscoLGRJ23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. Sun, Z. Luo, Y. Chen, H. Li, J. M. Junior, W. N. Gonçalves, and J. Li, “A click-based interactive segmentation network for point clouds,” IEEE trans. geosci. remote. sens., vol. 61, p. 1–12, 2023.
  [Bibtex]

  @article{DBLP:journals/tgrs/SunLCLJGL23,
  author = "Sun, Wentao and Luo, Zhipeng and Chen, Yiping and Li, Huxiong and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "A Click-Based Interactive Segmentation Network for Point Clouds",
  journal = "{IEEE} Trans. Geosci. Remote. Sens.",
  volume = "61",
  pages = "1--12",
  year = "2023",
  url = "https://doi.org/10.1109/TGRS.2023.3323735",
  doi = "10.1109/TGRS.2023.3323735",
  timestamp = "Fri, 22 Dec 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/tgrs/SunLCLJGL23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. N. Gonçalves, J. M. Jr., P. Zamboni, H. Pistori, J. Li, K. Nogueira, and W. N. Gonçalves, “Mtlsegformer: multi-task learning with transformers for semantic segmentation in precision agriculture,” in IEEE/CVF conference on computer vision and pattern recognition, CVPR 2023 – workshops, vancouver, bc, canada, june 17-24, 2023, 2023, p. 6290–6298.
  [Bibtex]

  @inproceedings{DBLP:conf/cvpr/GoncalvesMZPLNG23,
  author = "Gon{\c{c}}alves, Diogo Nunes and Jr., Jos{\'{e}} Marcato and Zamboni, Pedro and Pistori, Hemerson and Li, Jonathan and Nogueira, Keiller and Gon{\c{c}}alves, Wesley Nunes",
  title = "MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture",
  booktitle = "{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023",
  pages = "6290--6298",
  publisher = "{IEEE}",
  year = "2023",
  url = "https://doi.org/10.1109/CVPRW59228.2023.00669",
  doi = "10.1109/CVPRW59228.2023.00669",
  timestamp = "Thu, 24 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/cvpr/GoncalvesMZPLNG23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Ricci, F. Melgani, J. M. Junior, and W. N. Gonçalves, “Robust image captioning with post-generation ensemble method,” in IEEE international geoscience and remote sensing symposium, IGARSS 2023, pasadena, ca, usa, july 16-21, 2023, 2023, p. 5234–5237.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/RicciMJG23,
  author = "Ricci, Riccardo and Melgani, Farid and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "Robust Image Captioning with Post-Generation Ensemble Method",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2023, Pasadena, CA, USA, July 16-21, 2023",
  pages = "5234--5237",
  publisher = "{IEEE}",
  year = "2023",
  url = "https://doi.org/10.1109/IGARSS52108.2023.10281769",
  doi = "10.1109/IGARSS52108.2023.10281769",
  timestamp = "Tue, 07 Nov 2023 16:21:25 +0100",
  biburl = "https://dblp.org/rec/conf/igarss/RicciMJG23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. S. Scabini, K. M. C. Zielinski, L. C. Ribas, W. N. Gonçalves, B. D. Baets, and O. M. Bruno, “RADAM: texture recognition through randomized aggregated encoding of deep activation maps,” Corr, vol. abs/2303.04554, 2023.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2303-04554,
  author = "Scabini, Leonardo F. S. and Zielinski, Kallil M. C. and Ribas, Lucas Correia and Gon{\c{c}}alves, Wesley Nunes and Baets, Bernard De and Bruno, Odemir M.",
  title = "{RADAM:} Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps",
  journal = "CoRR",
  volume = "abs/2303.04554",
  year = "2023",
  url = "https://doi.org/10.48550/arXiv.2303.04554",
  doi = "10.48550/ARXIV.2303.04554",
  eprinttype = "arXiv",
  eprint = "2303.04554",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-2303-04554.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, E. L. de Lemos, W. N. Gonçalves, A. P. M. Ramos, and J. M. Junior, “The potential of visual chatgpt for remote sensing,” Corr, vol. abs/2304.13009, 2023.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2304-13009,
  author = "Osco, Lucas Prado and de Lemos, Eduardo Lopes and Gon{\c{c}}alves, Wesley Nunes and Ramos, Ana Paula Marques and Junior, Jos{\'{e}} Marcato",
  title = "The Potential of Visual ChatGPT For Remote Sensing",
  journal = "CoRR",
  volume = "abs/2304.13009",
  year = "2023",
  url = "https://doi.org/10.48550/arXiv.2304.13009",
  doi = "10.48550/ARXIV.2304.13009",
  eprinttype = "arXiv",
  eprint = "2304.13009",
  timestamp = "Wed, 03 May 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-2304-13009.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. N. Gonçalves, J. M. Junior, P. Zamboni, H. Pistori, J. Li, K. Nogueira, and W. N. Gonçalves, “Mtlsegformer: multi-task learning with transformers for semantic segmentation in precision agriculture,” Corr, vol. abs/2305.02813, 2023.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2305-02813,
  author = "Gon{\c{c}}alves, Diogo Nunes and Junior, Jos{\'{e}} Marcato and Zamboni, Pedro and Pistori, Hemerson and Li, Jonathan and Nogueira, Keiller and Gon{\c{c}}alves, Wesley Nunes",
  title = "MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture",
  journal = "CoRR",
  volume = "abs/2305.02813",
  year = "2023",
  url = "https://doi.org/10.48550/arXiv.2305.02813",
  doi = "10.48550/ARXIV.2305.02813",
  eprinttype = "arXiv",
  eprint = "2305.02813",
  timestamp = "Wed, 10 May 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-2305-02813.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, Q. Wu, E. L. de Lemos, W. N. Gonçalves, A. P. M. Ramos, J. Li, and J. M. Junior, “The segment anything model (SAM) for remote sensing applications: from zero to one shot,” Corr, vol. abs/2306.16623, 2023.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2306-16623,
  author = "Osco, Lucas Prado and Wu, Qiusheng and de Lemos, Eduardo Lopes and Gon{\c{c}}alves, Wesley Nunes and Ramos, Ana Paula Marques and Li, Jonathan and Junior, Jos{\'{e}} Marcato",
  title = "The Segment Anything Model {(SAM)} for Remote Sensing Applications: From Zero to One Shot",
  journal = "CoRR",
  volume = "abs/2306.16623",
  year = "2023",
  url = "https://doi.org/10.48550/arXiv.2306.16623",
  doi = "10.48550/ARXIV.2306.16623",
  eprinttype = "arXiv",
  eprint = "2306.16623",
  timestamp = "Sat, 30 Sep 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-2306-16623.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• K. M. Sakiyama, L. de Souza Rodrigues, B. M. {. Nogueira, E. T. Matsubara, and R. A. F. Romero, “A framework for controversial political topics identification using twitter data,” in Intelligent systems – 12th brazilian conference, BRACIS 2023, belo horizonte, brazil, september 25-29, 2023, proceedings, part III, 2023, p. 283–298.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/SakiyamaRNMR23,
  author = "Sakiyama, Kenzo Miranda and de Souza Rodrigues, Lucas and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Matsubara, Edson Takashi and Romero, Roseli A. F.",
  editor = "Naldi, Murilo Coelho and Bianchi, Reinaldo A. C.",
  title = "A Framework for Controversial Political Topics Identification Using Twitter Data",
  booktitle = "Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {III}",
  series = "Lecture Notes in Computer Science",
  volume = "14197",
  pages = "283--298",
  publisher = "Springer",
  year = "2023",
  url = "https://doi.org/10.1007/978-3-031-45392-2\\_19",
  doi = "10.1007/978-3-031-45392-2\\_19",
  timestamp = "Thu, 09 Nov 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/SakiyamaRNMR23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Sonohata, D. C. A. Arigoni, E. R. Fernandes, R. R. dos Santos, and L. D. Duenha, “Performance predictors for graphics processing units applied to dark-silicon-aware design space exploration,” Concurr. comput. pract. exp., vol. 35, iss. 17, 2023.
  [Bibtex]

  @article{DBLP:journals/concurrency/SonohataAFSD23,
  author = "Sonohata, Rhayssa and Arigoni, Danillo Christi A. and Fernandes, Eraldo Rezende and dos Santos, Ricardo Ribeiro and Duenha, Liana Dessandre",
  title = "Performance predictors for graphics processing units applied to dark-silicon-aware design space exploration",
  journal = "Concurr. Comput. Pract. Exp.",
  volume = "35",
  number = "17",
  year = "2023",
  url = "https://doi.org/10.1002/cpe.6877",
  doi = "10.1002/CPE.6877",
  timestamp = "Sat, 05 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/concurrency/SonohataAFSD23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• V. Q. dos Reis, M. E. R. Rabello, A. C. Lima, G. P. S. Jardim, E. R. Fernandes, and U. Brefeld, “Data practices in apps from brazil: what do privacy policies inform us about?,” J. interact. syst., vol. 14, iss. 1, p. 1–8, 2023.
  [Bibtex]

  @article{DBLP:journals/sbcjis/ReisRLJFB23,
  author = "dos Reis, Val{\'{e}}ria Quadros and Rabello, Maria E. R. and Lima, Anderson C. and Jardim, Guilherme P. S. and Fernandes, Eraldo R. and Brefeld, Ulf",
  title = "Data practices in apps from Brazil: What do privacy policies inform us about?",
  journal = "J. Interact. Syst.",
  volume = "14",
  number = "1",
  pages = "1--8",
  year = "2023",
  url = "https://doi.org/10.5753/jis.2023.2954",
  doi = "10.5753/JIS.2023.2954",
  timestamp = "Tue, 28 Nov 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/sbcjis/ReisRLJFB23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. P. S. Gôlo, M. C. de Souza, R. G. Rossi, S. O. Rezende, B. M. {. Nogueira, and R. M. Marcacini, “One-class learning for fake news detection through multimodal variational autoencoders,” Eng. appl. artif. intell., vol. 122, p. 106088, 2023.
  [Bibtex]

  @article{DBLP:journals/eaai/GoloSRR0M23,
  author = "G{\^{o}}lo, Marcos Paulo Silva and de Souza, Mariana Caravanti and Rossi, Rafael Geraldeli and Rezende, Solange Oliveira and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Marcacini, Ricardo Marcondes",
  title = "One-class learning for fake news detection through multimodal variational autoencoders",
  journal = "Eng. Appl. Artif. Intell.",
  volume = "122",
  pages = "106088",
  year = "2023",
  url = "https://doi.org/10.1016/j.engappai.2023.106088",
  doi = "10.1016/J.ENGAPPAI.2023.106088",
  timestamp = "Sat, 14 Oct 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/eaai/GoloSRR0M23.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2022

• P. O. {a}}. Bressan, J. M. Junior, J. A. C. Martins, M. J. de Melo, D. N. Gonçalves, D. M. Freitas, A. P. M. Ramos, M. T. G. Furuya, L. P. Osco, J. de Andrade Silva, Z. Luo, R. C. Garcia, L. Ma, J. Li, and W. N. Gonçalves, “Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping,” Int. j. appl. earth obs. geoinformation, vol. 108, p. 102690, 2022.
  [Bibtex]

  @article{DBLP:journals/aeog/BressanJMMGFRFO22,
  author = "Bressan, Patrik Ol{\\textasciitilde {a}} and Junior, Jos{\'{e}} Marcato and Martins, Jos{\'{e}} Augusto Correa and de Melo, Maximilian Jaderson and Gon{\c{c}}alves, Diogo Nunes and Freitas, Daniel Matte and Ramos, Ana Paula Marques and Furuya, Michelle Ta{\'{\i}}s Garcia and Osco, Lucas Prado and de Andrade Silva, Jonathan and Luo, Zhipeng and Garcia, Raymundo Cordero and Ma, Lingfei and Li, Jonathan and Gon{\c{c}}alves, Wesley Nunes",
  title = "Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "108",
  pages = "102690",
  year = "2022",
  url = "https://doi.org/10.1016/j.jag.2022.102690",
  doi = "10.1016/J.JAG.2022.102690",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/BressanJMMGFRFO22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Silva, J. M. Junior, L. Almeida, D. N. Gonçalves, P. Zamboni, V. Fernandes, J. de Andrade Silva, E. T. Matsubara, E. A. Batista, L. Ma, J. Li, and W. N. Gonçalves, “Line-based deep learning method for tree branch detection from digital images,” Int. j. appl. earth obs. geoinformation, vol. 110, p. 102759, 2022.
  [Bibtex]

  @article{DBLP:journals/aeog/SilvaJAGZFSMBML22,
  author = "Silva, Rodrigo and Junior, Jos{\'{e}} Marcato and Almeida, Laisa and Gon{\c{c}}alves, Diogo Nunes and Zamboni, Pedro and Fernandes, Vanessa and de Andrade Silva, Jonathan and Matsubara, Edson Takashi and Batista, Edson Antonio and Ma, Lingfei and Li, Jonathan and Gon{\c{c}}alves, Wesley Nunes",
  title = "Line-based deep learning method for tree branch detection from digital images",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "110",
  pages = "102759",
  year = "2022",
  url = "https://doi.org/10.1016/j.jag.2022.102759",
  doi = "10.1016/J.JAG.2022.102759",
  timestamp = "Mon, 17 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/SilvaJAGZFSMBML22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• Z. Chen, L. Deng, Y. Luo, D. Li, J. M. Junior, W. N. Gonçalves, A. A. M. Nurunnabi, J. Li, C. Wang, and D. Li, “Road extraction in remote sensing data: A survey,” Int. j. appl. earth obs. geoinformation, vol. 112, p. 102833, 2022.
  [Bibtex]

  @article{DBLP:journals/aeog/ChenDLLJGNLWL22,
  author = "Chen, Ziyi and Deng, Liai and Luo, Yuhua and Li, Dilong and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Nurunnabi, Abdul Awal Md and Li, Jonathan and Wang, Cheng and Li, Deren",
  title = "Road extraction in remote sensing data: {A} survey",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "112",
  pages = "102833",
  year = "2022",
  url = "https://doi.org/10.1016/j.jag.2022.102833",
  doi = "10.1016/J.JAG.2022.102833",
  timestamp = "Sat, 30 Sep 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/ChenDLLJGNLWL22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. de Araújo Carvalho, J. M. Junior, J. A. C. Martins, P. Zamboni, C. S. Costa, H. L. Siqueira, M. S. Araújo, D. N. Gonçalves, D. E. G. Furuya, L. P. Osco, A. P. M. Ramos, J. Li, A. A. de Castro Junior, and W. N. Gonçalves, “A deep learning-based mobile application for tree species mapping in RGB images,” Int. j. appl. earth obs. geoinformation, vol. 114, p. 103045, 2022.
  [Bibtex]

  @article{DBLP:journals/aeog/CarvalhoJMZCSAG22,
  author = "de Ara{\'{u}}jo Carvalho, M{\'{a}}rio and Junior, Jos{\'{e}} Marcato and Martins, Jos{\'{e}} Augusto Correa and Zamboni, Pedro and Costa, Celso Soares and Siqueira, Henrique Lopes and Ara{\'{u}}jo, M{\'{a}}rcio Santos and Gon{\c{c}}alves, Diogo Nunes and Furuya, Danielle Elis Garcia and Osco, Lucas Prado and Ramos, Ana Paula Marques and Li, Jonathan and de Castro Junior, Amaury Ant{\^{o}}nio and Gon{\c{c}}alves, Wesley Nunes",
  title = "A deep learning-based mobile application for tree species mapping in {RGB} images",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "114",
  pages = "103045",
  year = "2022",
  url = "https://doi.org/10.1016/j.jag.2022.103045",
  doi = "10.1016/J.JAG.2022.103045",
  timestamp = "Sun, 25 Dec 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/aeog/CarvalhoJMZCSAG22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. J. de Melo, D. N. Gonçalves, M. de Nadai Bonin Gomes, G. Faria, J. de Andrade Silva, A. P. M. Ramos, L. P. Osco, M. T. G. Furuya, J. M. Junior, and W. N. Gonçalves, “Automatic segmentation of cattle rib-eye area in ultrasound images using the unet++ deep neural network,” Comput. electron. agric., vol. 195, p. 106818, 2022.
  [Bibtex]

  @article{DBLP:journals/cea/MeloGGFSROFJG22,
  author = "de Melo, Maximilian Jaderson and Gon{\c{c}}alves, Diogo Nunes and de Nadai Bonin Gomes, Marina and Faria, Gedson and de Andrade Silva, Jonathan and Ramos, Ana Paula Marques and Osco, Lucas Prado and Furuya, Michelle Ta{\'{\i}}s Garcia and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network",
  journal = "Comput. Electron. Agric.",
  volume = "195",
  pages = "106818",
  year = "2022",
  url = "https://doi.org/10.1016/j.compag.2022.106818",
  doi = "10.1016/J.COMPAG.2022.106818",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/cea/MeloGGFSROFJG22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• A. dos Santos Ferreira, J. M. Junior, H. Pistori, F. Melgani, and W. N. Gonçalves, “Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection,” Comput. electron. agric., vol. 203, p. 107480, 2022.
  [Bibtex]

  @article{DBLP:journals/cea/FerreiraJPMG22,
  author = "dos Santos Ferreira, Alessandro and Junior, Jos{\'{e}} Marcato and Pistori, Hemerson and Melgani, Farid and Gon{\c{c}}alves, Wesley Nunes",
  title = "Unsupervised domain adaptation using transformers for sugarcane rows and gaps detection",
  journal = "Comput. Electron. Agric.",
  volume = "203",
  pages = "107480",
  year = "2022",
  url = "https://doi.org/10.1016/j.compag.2022.107480",
  doi = "10.1016/J.COMPAG.2022.107480",
  timestamp = "Sun, 15 Jan 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cea/FerreiraJPMG22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. dos Santos de Arruda, L. P. Osco, P. R. Acosta, D. N. Gonçalves, J. M. Junior, A. P. M. Ramos, E. T. Matsubara, Z. Luo, J. Li, J. de Andrade Silva, and W. N. Gonçalves, “Counting and locating high-density objects using convolutional neural network,” Expert syst. appl., vol. 195, p. 116555, 2022.
  [Bibtex]

  @article{DBLP:journals/eswa/ArrudaOAGJRMLLS22,
  author = "dos Santos de Arruda, Mauro and Osco, Lucas Prado and Acosta, Plabiany Rodrigo and Gon{\c{c}}alves, Diogo Nunes and Junior, Jos{\'{e}} Marcato and Ramos, Ana Paula Marques and Matsubara, Edson Takashi and Luo, Zhipeng and Li, Jonathan and de Andrade Silva, Jonathan and Gon{\c{c}}alves, Wesley Nunes",
  title = "Counting and locating high-density objects using convolutional neural network",
  journal = "Expert Syst. Appl.",
  volume = "195",
  pages = "116555",
  year = "2022",
  url = "https://doi.org/10.1016/j.eswa.2022.116555",
  doi = "10.1016/J.ESWA.2022.116555",
  timestamp = "Wed, 18 May 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/eswa/ArrudaOAGJRMLLS22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• X. Liu, Y. Chen, M. Wei, C. Wang, W. N. Gonçalves, J. M. Junior, and J. Li, “Building instance extraction method based on improved hybrid task cascade,” IEEE geosci. remote. sens. lett., vol. 19, p. 1–5, 2022.
  [Bibtex]

  @article{DBLP:journals/lgrs/LiuCWWGJL22,
  author = "Liu, Xiaoxue and Chen, Yiping and Wei, Mingqiang and Wang, Cheng and Gon{\c{c}}alves, Wesley Nunes and Junior, Jos{\'{e}} Marcato and Li, Jonathan",
  title = "Building Instance Extraction Method Based on Improved Hybrid Task Cascade",
  journal = "{IEEE} Geosci. Remote. Sens. Lett.",
  volume = "19",
  pages = "1--5",
  year = "2022",
  url = "https://doi.org/10.1109/LGRS.2021.3060960",
  doi = "10.1109/LGRS.2021.3060960",
  timestamp = "Sat, 13 Jan 2024 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/lgrs/LiuCWWGJL22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. Higa, J. M. Junior, T. Rodrigues, P. Zamboni, R. Silva, L. Almeida, V. Liesenberg, F. Roque, R. Libonati, W. N. Gonçalves, and J. de Andrade Silva, “Active fire mapping on brazilian pantanal based on deep learning and CBERS 04a imagery,” Remote. sens., vol. 14, iss. 3, p. 688, 2022.
  [Bibtex]

  @article{DBLP:journals/remotesensing/HigaJRZSALRLGS22,
  author = "Higa, Leandro and Junior, Jos{\'{e}} Marcato and Rodrigues, Thiago and Zamboni, Pedro and Silva, Rodrigo and Almeida, Laisa and Liesenberg, Veraldo and Roque, F{\'{a}}bio and Libonati, Renata and Gon{\c{c}}alves, Wesley Nunes and de Andrade Silva, Jonathan",
  title = "Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and {CBERS} 04A Imagery",
  journal = "Remote. Sens.",
  volume = "14",
  number = "3",
  pages = "688",
  year = "2022",
  url = "https://doi.org/10.3390/rs14030688",
  doi = "10.3390/RS14030688",
  timestamp = "Sat, 09 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/HigaJRZSALRLGS22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. Ma, Y. Li, J. Li, J. M. Junior, W. N. Gonçalves, and M. A. Chapman, “Boundarynet: extraction and completion of road boundaries with deep learning using mobile laser scanning point clouds and satellite imagery,” IEEE trans. intell. transp. syst., vol. 23, iss. 6, p. 5638–5654, 2022.
  [Bibtex]

  @article{DBLP:journals/tits/MaLLJGC22,
  author = "Ma, Lingfei and Li, Ying and Li, Jonathan and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Chapman, Michael A.",
  title = "BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery",
  journal = "{IEEE} Trans. Intell. Transp. Syst.",
  volume = "23",
  number = "6",
  pages = "5638--5654",
  year = "2022",
  url = "https://doi.org/10.1109/TITS.2021.3055366",
  doi = "10.1109/TITS.2021.3055366",
  timestamp = "Thu, 15 Dec 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/tits/MaLLJGC22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• K. Zhao, L. Ma, Y. Meng, L. Liu, J. Wang, J. M. Junior, W. N. Gonçalves, and J. Li, “3d vehicle detection using multi-level fusion from point clouds and images,” IEEE trans. intell. transp. syst., vol. 23, iss. 9, p. 15146–15154, 2022.
  [Bibtex]

  @article{DBLP:journals/tits/ZhaoMMLWJGL22,
  author = "Zhao, Kun and Ma, Lingfei and Meng, Yu and Liu, Li and Wang, Junbo and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "3D Vehicle Detection Using Multi-Level Fusion From Point Clouds and Images",
  journal = "{IEEE} Trans. Intell. Transp. Syst.",
  volume = "23",
  number = "9",
  pages = "15146--15154",
  year = "2022",
  url = "https://doi.org/10.1109/TITS.2021.3137392",
  doi = "10.1109/TITS.2021.3137392",
  timestamp = "Sun, 13 Nov 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/tits/ZhaoMMLWJGL22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. Astolfi, F. P. C. Rezende, J. V. {a}}o. de Andrade Porto, E. T. Matsubara, and H. Pistori, “Syntactic pattern recognition in computer vision: A systematic review,” ACM comput. surv., vol. 54, iss. 3, p. 65:1–65:35, 2022.
  [Bibtex]

  @article{DBLP:journals/csur/AstolfiRPMP21,
  author = "Astolfi, Gilberto and Rezende, F{\'{a}}bio Prestes Cesar and de Andrade Porto, Jo{\\textasciitilde {a}}o Vitor and Matsubara, Edson Takashi and Pistori, Hemerson",
  title = "Syntactic Pattern Recognition in Computer Vision: {A} Systematic Review",
  journal = "{ACM} Comput. Surv.",
  volume = "54",
  number = "3",
  pages = "65:1--65:35",
  year = "2022",
  url = "https://doi.org/10.1145/3447241",
  doi = "10.1145/3447241",
  timestamp = "Wed, 23 Nov 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/csur/AstolfiRPMP21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. Astolfi, D. A. Sant’Ana, J. V. {a}}o. de Andrade Porto, F. P. C. Rezende, E. C. {a}}o. Tetila, E. T. Matsubara, and H. Pistori, “An approach for applying natural language processing to image classification problems,” Neurocomputing, vol. 513, p. 372–382, 2022.
  [Bibtex]

  @article{DBLP:journals/ijon/AstolfiSPRTMP22,
  author = "Astolfi, Gilberto and Sant'Ana, Diego Andr{\'{e}} and de Andrade Porto, Jo{\\textasciitilde {a}}o Vitor and Rezende, F{\'{a}}bio Prestes Cesar and Tetila, Everton Castel{\\textasciitilde {a}}o and Matsubara, Edson Takashi and Pistori, Hemerson",
  title = "An approach for applying natural language processing to image classification problems",
  journal = "Neurocomputing",
  volume = "513",
  pages = "372--382",
  year = "2022",
  url = "https://doi.org/10.1016/j.neucom.2022.09.131",
  doi = "10.1016/J.NEUCOM.2022.09.131",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ijon/AstolfiSPRTMP22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. Santos, J. M. Junior, P. Zamboni, M. Santos, L. Jank, E. Campos, and E. T. Matsubara, “Deep learning regression approaches applied to estimate tillering in tropical forages using mobile phone images,” Sensors, vol. 22, iss. 11, p. 4116, 2022.
  [Bibtex]

  @article{DBLP:journals/sensors/SantosJZSJCM22,
  author = "Santos, Luiz and Junior, Jos{\'{e}} Marcato and Zamboni, Pedro and Santos, Mateus and Jank, Liana and Campos, Edilene and Matsubara, Edson Takashi",
  title = "Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images",
  journal = "Sensors",
  volume = "22",
  number = "11",
  pages = "4116",
  year = "2022",
  url = "https://doi.org/10.3390/s22114116",
  doi = "10.3390/S22114116",
  timestamp = "Mon, 28 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/sensors/SantosJZSJCM22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. S. Perin and E. T. Matsubara, “Transductive ensemble learning with graph neural network for speech emotion recognition,” in Proceedings of the workshop on automatic speech recognition for spontaneous and prepared speech \\& speech emotion recognition in portuguese co-located with 15th edition of the international conference on the computational processing of portuguese (PROPOR 2022), virtual event, fortaleza, brazil, march 22, 2022, 2022, p. 42–48.
  [Bibtex]

  @inproceedings{DBLP:conf/propor/PerinM22,
  author = "Perin, Eliton Scardin and Matsubara, Edson Takashi",
  editor = "Marcacini, Ricardo M. and Jr., Arnaldo Candido and Casanova, Edresson",
  title = "Transductive Ensemble Learning with Graph Neural Network for Speech Emotion Recognition",
  booktitle = "Proceedings of the Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech {\\&} Speech Emotion Recognition in Portuguese co-located with 15th edition of the International Conference on the Computational Processing of Portuguese {(PROPOR} 2022), Virtual Event, Fortaleza, Brazil, March 22, 2022",
  series = "{CEUR} Workshop Proceedings",
  volume = "3175",
  pages = "42--48",
  publisher = "CEUR-WS.org",
  year = "2022",
  url = "http://ceur-ws.org/Vol-3175/paper06.pdf",
  timestamp = "Wed, 08 May 2024 12:56:35 +0200",
  biburl = "https://dblp.org/rec/conf/propor/PerinM22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. M. Navarezi, K. M. Sakiyama, L. de Souza Rodrigues, C. M. O. Robaldo, G. R. Lobato, P. A. Vilela, E. T. Matsubara, and E. R. Fernandes, “Entity extraction from portuguese legal documents using distant supervision,” in Computational processing of the portuguese language – 15th international conference, PROPOR 2022, fortaleza, brazil, march 21-23, 2022, proceedings, 2022, p. 166–176.
  [Bibtex]

  @inproceedings{DBLP:conf/propor/NavareziSRRLVMF22,
  author = "Navarezi, Lucas M. and Sakiyama, Kenzo Miranda and de Souza Rodrigues, Lucas and Robaldo, Caio M. O. and Lobato, Gustavo Rocha and Vilela, Paulo Arantes and Matsubara, Edson Takashi and Fernandes, Eraldo R.",
  editor = "Pinheiro, Vl{\'{a}}dia and Gamallo, Pablo and Amaro, Raquel and Scarton, Carolina and Batista, Fernando and Silva, Diego Furtado and Magro, Catarina and Pinto, Hugo",
  title = "Entity Extraction from Portuguese Legal Documents Using Distant Supervision",
  booktitle = "Computational Processing of the Portuguese Language - 15th International Conference, {PROPOR} 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "13208",
  pages = "166--176",
  publisher = "Springer",
  year = "2022",
  url = "https://doi.org/10.1007/978-3-030-98305-5\\_16",
  doi = "10.1007/978-3-030-98305-5\\_16",
  timestamp = "Fri, 01 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/propor/NavareziSRRLVMF22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• I. M. Rodrigues, A. Khvorov, D. Aloise, R. Vasiliev, D. V. Koznov, E. R. Fernandes, G. A. Chernishev, D. V. Luciv, and N. Povarov, “Tracesim: an alignment method for computing stack trace similarity,” Empir. softw. eng., vol. 27, iss. 2, p. 53, 2022.
  [Bibtex]

  @article{DBLP:journals/ese/RodriguesKAVKFC22,
  author = "Rodrigues, Irving Muller and Khvorov, Aleksandr and Aloise, Daniel and Vasiliev, Roman and Koznov, Dmitrij V. and Fernandes, Eraldo Rezende and Chernishev, George A. and Luciv, Dmitry V. and Povarov, Nikita",
  title = "TraceSim: An Alignment Method for Computing Stack Trace Similarity",
  journal = "Empir. Softw. Eng.",
  volume = "27",
  number = "2",
  pages = "53",
  year = "2022",
  url = "https://doi.org/10.1007/s10664-021-10070-w",
  doi = "10.1007/S10664-021-10070-W",
  timestamp = "Wed, 27 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ese/RodriguesKAVKFC22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• I. M. Rodrigues, D. Aloise, and E. R. Fernandes, “Fast: A linear time stack trace alignment heuristic for crash report deduplication,” in 19th IEEE/ACM international conference on mining software repositories, MSR 2022, pittsburgh, pa, usa, may 23-24, 2022, 2022, p. 549–560.
  [Bibtex]

  @inproceedings{DBLP:conf/msr/RodriguesAF22,
  author = "Rodrigues, Irving Muller and Aloise, Daniel and Fernandes, Eraldo Rezende",
  title = "FaST: {A} linear time stack trace alignment heuristic for crash report deduplication",
  booktitle = "19th {IEEE/ACM} International Conference on Mining Software Repositories, {MSR} 2022, Pittsburgh, PA, USA, May 23-24, 2022",
  pages = "549--560",
  publisher = "{ACM}",
  year = "2022",
  url = "https://doi.org/10.1145/3524842.3527951",
  doi = "10.1145/3524842.3527951",
  timestamp = "Thu, 27 Oct 2022 16:07:05 +0200",
  biburl = "https://dblp.org/rec/conf/msr/RodriguesAF22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. Alves, F. J. S. Vasconcellos, and B. M. {. Nogueira, “Sesg: a search string generator for secondary studies with hybrid search strategies using text mining,” Empir. softw. eng., vol. 27, iss. 5, p. 105, 2022.
  [Bibtex]

  @article{DBLP:journals/ese/AlvesVN22,
  author = "Alves, Leonardo Fuchs and Vasconcellos, Francisco J. S. and Nogueira, Bruno Magalh{\\textasciitilde {a}}es",
  title = "SeSG: a search string generator for Secondary Studies with hybrid search strategies using text mining",
  journal = "Empir. Softw. Eng.",
  volume = "27",
  number = "5",
  pages = "105",
  year = "2022",
  url = "https://doi.org/10.1007/s10664-021-10084-4",
  doi = "10.1007/S10664-021-10084-4",
  timestamp = "Mon, 28 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ese/AlvesVN22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. C. de Souza, B. M. {. Nogueira, R. G. Rossi, R. M. Marcacini, B. N. dos Santos, and S. O. Rezende, “A network-based positive and unlabeled learning approach for fake news detection,” Mach. learn., vol. 111, iss. 10, p. 3549–3592, 2022.
  [Bibtex]

  @article{DBLP:journals/ml/SouzaNRMSR22,
  author = "de Souza, Mariana Caravanti and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Rossi, Rafael Geraldeli and Marcacini, Ricardo Marcondes and dos Santos, Brucce Neves and Rezende, Solange Oliveira",
  title = "A network-based positive and unlabeled learning approach for fake news detection",
  journal = "Mach. Learn.",
  volume = "111",
  number = "10",
  pages = "3549--3592",
  year = "2022",
  url = "https://doi.org/10.1007/s10994-021-06111-6",
  doi = "10.1007/S10994-021-06111-6",
  timestamp = "Tue, 18 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ml/SouzaNRMSR22.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2021

• L. P. Osco, J. M. Junior, A. P. M. Ramos, L. A. de Castro Jorge, S. N. Fatholahi, J. de Andrade Silva, E. T. Matsubara, H. Pistori, W. N. Gonçalves, and J. Li, “A review on deep learning in UAV remote sensing,” Int. j. appl. earth obs. geoinformation, vol. 102, p. 102456, 2021.
  [Bibtex]

  @article{DBLP:journals/aeog/OscoJRJFSMPGL21,
  author = "Osco, Lucas Prado and Junior, Jos{\'{e}} Marcato and Ramos, Ana Paula Marques and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Fatholahi, Sarah Narges and de Andrade Silva, Jonathan and Matsubara, Edson Takashi and Pistori, Hemerson and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "A review on deep learning in {UAV} remote sensing",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "102",
  pages = "102456",
  year = "2021",
  url = "https://doi.org/10.1016/j.jag.2021.102456",
  doi = "10.1016/J.JAG.2021.102456",
  timestamp = "Thu, 23 Jun 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/OscoJRJFSMPGL21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. A. C. Martins, G. Menezes, W. N. Gonçalves, D. A. Sant’Ana, L. P. Osco, V. Liesenberg, J. Li, L. Ma, P. T. S. de Oliveira, G. Astolfi, H. Pistori, and J. M. Junior, “Machine learning and SLIC for tree canopies segmentation in urban areas,” Ecol. informatics, vol. 66, p. 101465, 2021.
  [Bibtex]

  @article{DBLP:journals/ecoi/MartinsMGSOLLMO21,
  author = "Martins, Jos{\'{e}} Augusto Correa and Menezes, Geazy and Gon{\c{c}}alves, Wesley Nunes and Sant'Ana, Diego Andr{\'{e}} and Osco, Lucas Prado and Liesenberg, Veraldo and Li, Jonathan and Ma, Lingfei and de Oliveira, Paulo Tarso Sanches and Astolfi, Gilberto and Pistori, Hemerson and Junior, Jos{\'{e}} Marcato",
  title = "Machine learning and {SLIC} for Tree Canopies segmentation in urban areas",
  journal = "Ecol. Informatics",
  volume = "66",
  pages = "101465",
  year = "2021",
  url = "https://doi.org/10.1016/j.ecoinf.2021.101465",
  doi = "10.1016/J.ECOINF.2021.101465",
  timestamp = "Mon, 28 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ecoi/MartinsMGSOLLMO21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. J. Biffi, E. A. Mitishita, V. Liesenberg, A. A. dos Santos, D. N. Gonçalves, N. V. Estrabis, J. de Andrade Silva, L. P. Osco, A. P. M. Ramos, J. A. S. Centeno, M. B. Schimalski, L. Rufato, S. L. R. Neto, J. M. Junior, and W. N. Gonçalves, “ATSS deep learning-based approach to detect apple fruits,” Remote. sens., vol. 13, iss. 1, p. 54, 2021.
  [Bibtex]

  @article{DBLP:journals/remotesensing/BiffiMLSGESORCS21,
  author = "Biffi, Leonardo Joso{\'{e}} and Mitishita, Edson A. and Liesenberg, Veraldo and dos Santos, Anderson Aparecido and Gon{\c{c}}alves, Diogo Nunes and Estrabis, Nayara V. and de Andrade Silva, Jonathan and Osco, Lucas Prado and Ramos, Ana Paula Marques and Centeno, Jorge Antonio Silva and Schimalski, Marcos Benedito and Rufato, Leo and Neto, S{\'{\i}}lvio Lu{\'{\i}}s Rafaeli and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "{ATSS} Deep Learning-Based Approach to Detect Apple Fruits",
  journal = "Remote. Sens.",
  volume = "13",
  number = "1",
  pages = "54",
  year = "2021",
  url = "https://doi.org/10.3390/rs13010054",
  doi = "10.3390/RS13010054",
  timestamp = "Thu, 16 Sep 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/BiffiMLSGESORCS21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. Zamboni, J. M. Junior, J. de Andrade Silva, G. T. Miyoshi, E. T. Matsubara, K. Nogueira, and W. N. Gonçalves, “Benchmarking anchor-based and anchor-free state-of-the-art deep learning methods for individual tree detection in RGB high-resolution images,” Remote. sens., vol. 13, iss. 13, p. 2482, 2021.
  [Bibtex]

  @article{DBLP:journals/remotesensing/ZamboniJSMMNG21,
  author = "Zamboni, Pedro and Junior, Jos{\'{e}} Marcato and de Andrade Silva, Jonathan and Miyoshi, Gabriela Takahashi and Matsubara, Edson Takashi and Nogueira, Keiller and Gon{\c{c}}alves, Wesley Nunes",
  title = "Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in {RGB} High-Resolution Images",
  journal = "Remote. Sens.",
  volume = "13",
  number = "13",
  pages = "2482",
  year = "2021",
  url = "https://doi.org/10.3390/rs13132482",
  doi = "10.3390/RS13132482",
  timestamp = "Fri, 13 Aug 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/ZamboniJSMMNG21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• C. Ye, H. Li, C. Li, X. Liu, Y. Li, J. Li, W. N. Gonçalves, and J. M. Junior, “A building roof identification CNN based on interior-edge-adjacency features using hyperspectral imagery,” Remote. sens., vol. 13, iss. 15, p. 2927, 2021.
  [Bibtex]

  @article{DBLP:journals/remotesensing/YeLLLLLGJ21,
  author = "Ye, Chengming and Li, Hongfu and Li, Chunming and Liu, Xin and Li, Yao and Li, Jonathan and Gon{\c{c}}alves, Wesley Nunes and Junior, Jos{\'{e}} Marcato",
  title = "A Building Roof Identification {CNN} Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery",
  journal = "Remote. Sens.",
  volume = "13",
  number = "15",
  pages = "2927",
  year = "2021",
  url = "https://doi.org/10.3390/rs13152927",
  doi = "10.3390/RS13152927",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/YeLLLLLGJ21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. A. C. Martins, K. Nogueira, L. P. Osco, F. D. G. Gomes, D. E. G. Furuya, W. N. Gonçalves, D. A. Sant’Ana, A. P. M. Ramos, V. Liesenberg, J. A. dos Santos, P. T. S. de Oliveira, and J. M. Junior, “Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning,” Remote. sens., vol. 13, iss. 16, p. 3054, 2021.
  [Bibtex]

  @article{DBLP:journals/remotesensing/MartinsNOGFGSRL21,
  author = "Martins, Jos{\'{e}} Augusto Correa and Nogueira, Keiller and Osco, Lucas Prado and Gomes, Felipe David Georges and Furuya, Danielle Elis Garcia and Gon{\c{c}}alves, Wesley Nunes and Sant'Ana, Diego Andr{\'{e}} and Ramos, Ana Paula Marques and Liesenberg, Veraldo and dos Santos, Jefersson Alex and de Oliveira, Paulo Tarso Sanches and Junior, Jos{\'{e}} Marcato",
  title = "Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning",
  journal = "Remote. Sens.",
  volume = "13",
  number = "16",
  pages = "3054",
  year = "2021",
  url = "https://doi.org/10.3390/rs13163054",
  doi = "10.3390/RS13163054",
  timestamp = "Tue, 16 Aug 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/MartinsNOGFGSRL21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. E. Teodoro, L. P. R. Teodoro, F. H. R. Baio, C. A. da Silva Junior, R. G. dos Santos, A. P. M. Ramos, M. M. F. Pinheiro, L. P. Osco, W. N. Gonçalves, A. M. Carneiro, J. M. Junior, H. Pistori, and L. S. Shiratsuchi, “Predicting days to maturity, plant height, and grain yield in soybean: A machine and deep learning approach using multispectral data,” Remote. sens., vol. 13, iss. 22, p. 4632, 2021.
  [Bibtex]

  @article{DBLP:journals/remotesensing/TeodoroTBJSRPOG21,
  author = "Teodoro, Paulo Eduardo and Teodoro, Larissa Pereira Ribeiro and Baio, F{\'{a}}bio Henrique Rojo and da Silva Junior, Carlos Antonio and dos Santos, Regimar Garcia and Ramos, Ana Paula Marques and Pinheiro, Mayara Maezano Faita and Osco, Lucas Prado and Gon{\c{c}}alves, Wesley Nunes and Carneiro, Alexsandro Monteiro and Junior, Jos{\'{e}} Marcato and Pistori, Hemerson and Shiratsuchi, Luciano Shozo",
  title = "Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: {A} Machine and Deep Learning Approach Using Multispectral Data",
  journal = "Remote. Sens.",
  volume = "13",
  number = "22",
  pages = "4632",
  year = "2021",
  url = "https://doi.org/10.3390/rs13224632",
  doi = "10.3390/RS13224632",
  timestamp = "Sat, 25 Dec 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/remotesensing/TeodoroTBJSRPOG21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. S. de Oliveira, J. M. Junior, C. H. S. Polidoro, L. P. Osco, H. L. Siqueira, L. de Souza Rodrigues, L. Jank, S. Barrios, C. Valle, R. Sime{\textasciitilde {a}}o, C. Carromeu, E. Silveira, L. A. de Castro Jorge, W. N. Gonçalves, M. Santos, and E. T. Matsubara, “Convolutional neural networks to estimate dry matter yield in a guineagrass breeding program using UAV remote sensing,” Sensors, vol. 21, iss. 12, p. 3971, 2021.
  [Bibtex]

  @article{DBLP:journals/sensors/OliveiraJPOSRJB21,
  author = "de Oliveira, Gabriel Silva and Junior, Jos{\'{e}} Marcato and Polidoro, Caio H. S. and Osco, Lucas Prado and Siqueira, Henrique Lopes and de Souza Rodrigues, Lucas and Jank, Liana and Barrios, Sanzio and Valle, Cacilda and Sime{\\textasciitilde {a}}o, Rosangela and Carromeu, Camilo and Silveira, Eloise and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Gon{\c{c}}alves, Wesley Nunes and Santos, Mateus and Matsubara, Edson Takashi",
  title = "Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using {UAV} Remote Sensing",
  journal = "Sensors",
  volume = "21",
  number = "12",
  pages = "3971",
  year = "2021",
  url = "https://doi.org/10.3390/s21123971",
  doi = "10.3390/S21123971",
  timestamp = "Mon, 02 Aug 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/sensors/OliveiraJPOSRJB21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• Y. Li, C. Ye, Y. Ge, J. M. Junior, W. N. Gonçalves, and J. Li, “Identifying building rooftops in hyperspectral imagery using CNN with pure pixel index,” IEEE j. sel. top. appl. earth obs. remote. sens., vol. 14, p. 12022–12034, 2021.
  [Bibtex]

  @article{DBLP:journals/staeors/LiYGJGL21,
  author = "Li, Yao and Ye, Chengming and Ge, Yonggang and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "Identifying Building Rooftops in Hyperspectral Imagery Using {CNN} With Pure Pixel Index",
  journal = "{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.",
  volume = "14",
  pages = "12022--12034",
  year = "2021",
  url = "https://doi.org/10.1109/JSTARS.2021.3127728",
  doi = "10.1109/JSTARS.2021.3127728",
  timestamp = "Mon, 16 May 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/staeors/LiYGJGL21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. Ma, Y. Li, J. Li, Y. Yu, J. M. Junior, W. N. Gonçalves, and M. A. Chapman, “Capsule-based networks for road marking extraction and classification from mobile lidar point clouds,” IEEE trans. intell. transp. syst., vol. 22, iss. 4, p. 1981–1995, 2021.
  [Bibtex]

  @article{DBLP:journals/tits/MaL0YJGC21,
  author = "Ma, Lingfei and Li, Ying and Li, Jonathan and Yu, Yongtao and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Chapman, Michael A.",
  title = "Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds",
  journal = "{IEEE} Trans. Intell. Transp. Syst.",
  volume = "22",
  number = "4",
  pages = "1981--1995",
  year = "2021",
  url = "https://doi.org/10.1109/TITS.2020.2990120",
  doi = "10.1109/TITS.2020.2990120",
  timestamp = "Thu, 15 Dec 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/tits/MaL0YJGC21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. M. Junior, P. Zamboni, M. B. Campos, A. P. M. Ramos, L. P. Osco, J. de Andrade Silva, W. N. Gonçalves, and J. Li, “Integration of photogrammetry and deep learning in earth observation applications,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 574–577.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/JuniorZCROSG021,
  author = "Junior, Jos{\'{e}} Marcato and Zamboni, Pedro and Campos, Mariana Batista and Ramos, Ana Paula Marques and Osco, Lucas Prado and de Andrade Silva, Jonathan and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "Integration of Photogrammetry and Deep Learning in Earth Observation Applications",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "574--577",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9554811",
  doi = "10.1109/IGARSS47720.2021.9554811",
  timestamp = "Tue, 21 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/igarss/JuniorZCROSG021.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. Sales, J. M. Junior, H. L. Siqueira, M. de Souza, E. T. Matsubara, and W. N. Gonçalves, “Retinanet deep learning-based approach to detect termite mounds in eucalyptus forests,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 586–589.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/SalesJSSMG21,
  author = "Sales, Juan and Junior, Jos{\'{e}} Marcato and Siqueira, Henrique Lopes and de Souza, Maur{\'{\i}}cio and Matsubara, Edson Takashi and Gon{\c{c}}alves, Wesley Nunes",
  title = "Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "586--589",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9555177",
  doi = "10.1109/IGARSS47720.2021.9555177",
  timestamp = "Tue, 19 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/SalesJSSMG21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. A. P. ZamboniThgeThe, J. M. Junior, G. T. Miyoshi, J. de Andrade Silva, J. A. C. Martins, and W. N. Gonçalves, “Assessment of cnn-based methods for single tree detection on high-resolution RGB images in urban areas,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 590–593.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/ZamboniThgeTheM21,
  author = "ZamboniThgeThe, Pedro Alberto Pereira and Junior, Jos{\'{e}} Marcato and Miyoshi, Gabriela Takahashi and de Andrade Silva, Jonathan and Martins, Jos{\'{e}} Augusto Correa and Gon{\c{c}}alves, Wesley Nunes",
  title = "Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution {RGB} Images in Urban Areas",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "590--593",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9553092",
  doi = "10.1109/IGARSS47720.2021.9553092",
  timestamp = "Thu, 17 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/ZamboniThgeTheM21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. O. N. {a}}o. Firigato, J. M. Junior, W. N. Gonçalves, and V. M. Bacani, “Deep learning and google earth engine applied to mapping eucalyptus,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 4696–4699.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/FirigatoJGB21,
  author = "Firigato, Jo{\\textasciitilde {a}}o Otavio Nascimento and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Bacani, Vitor Matheus",
  title = "Deep Learning and Google Earth Engine Applied to Mapping Eucalyptus",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "4696--4699",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9554765",
  doi = "10.1109/IGARSS47720.2021.9554765",
  timestamp = "Tue, 19 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/FirigatoJGB21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• T. S. Akiyama, J. M. Junior, W. N. Gonçalves, M. de Araújo Carvalho, and A. Eltner, “Evaluating different deep learning models for automatic water segmentation,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 4716–4719.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/AkiyamaJGCE21,
  author = "Akiyama, Thales Shoiti and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and de Ara{\'{u}}jo Carvalho, M{\'{a}}rio and Eltner, Anette",
  title = "Evaluating Different Deep Learning Models for Automatic Water Segmentation",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "4716--4719",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9553345",
  doi = "10.1109/IGARSS47720.2021.9553345",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/AkiyamaJGCE21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. A. C. Martins, K. Nogueira, P. Zamboni, P. T. S. de Oliveira, W. N. Gonçalves, J. A. dos Santos, and J. M. Junior, “Segmentation of tree canopies in urban environments using dilated convolutional neural network,” in IEEE international geoscience and remote sensing symposium, IGARSS 2021, brussels, belgium, july 11-16, 2021, 2021, p. 6932–6935.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/MartinsNZOGSM21,
  author = "Martins, Jos{\'{e}} Augusto Correa and Nogueira, Keiller and Zamboni, Pedro and de Oliveira, Paulo Tarso Sanches and Gon{\c{c}}alves, Wesley Nunes and dos Santos, Jefersson A. and Junior, Jos{\'{e}} Marcato",
  title = "Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network",
  booktitle = "{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021",
  pages = "6932--6935",
  publisher = "{IEEE}",
  year = "2021",
  url = "https://doi.org/10.1109/IGARSS47720.2021.9553218",
  doi = "10.1109/IGARSS47720.2021.9553218",
  timestamp = "Thu, 17 Aug 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/MartinsNZOGSM21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, J. M. Junior, A. P. M. Ramos, L. A. de Castro Jorge, S. N. Fatholahi, J. de Andrade Silva, E. T. Matsubara, H. Pistori, W. N. Gonçalves, and J. Li, “A review on deep learning in UAV remote sensing,” Corr, vol. abs/2101.10861, 2021.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2101-10861,
  author = "Osco, Lucas Prado and Junior, Jos{\'{e}} Marcato and Ramos, Ana Paula Marques and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Fatholahi, Sarah Narges and de Andrade Silva, Jonathan and Matsubara, Edson Takashi and Pistori, Hemerson and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "A Review on Deep Learning in {UAV} Remote Sensing",
  journal = "CoRR",
  volume = "abs/2101.10861",
  year = "2021",
  url = "https://arxiv.org/abs/2101.10861",
  eprinttype = "arXiv",
  eprint = "2101.10861",
  timestamp = "Tue, 02 Mar 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-2101-10861.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. N. Gonçalves, M. dos Santos de Arruda, H. Pistori, V. J. M. {a}}o. Fernandes, A. P. M. Ramos, D. E. G. Furuya, L. P. Osco, H. He, J. Li, J. M. Junior, and W. N. Gonçalves, “A deep learning approach based on graphs to detect plantation lines,” Corr, vol. abs/2102.03213, 2021.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2102-03213,
  author = "Gon{\c{c}}alves, Diogo Nunes and dos Santos de Arruda, Mauro and Pistori, Hemerson and Fernandes, Vanessa Jord{\\textasciitilde {a}}o Marcato and Ramos, Ana Paula Marques and Furuya, Danielle Elis Garcia and Osco, Lucas Prado and He, Hongjie and Li, Jonathan and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "A Deep Learning Approach Based on Graphs to Detect Plantation Lines",
  journal = "CoRR",
  volume = "abs/2102.03213",
  year = "2021",
  url = "https://arxiv.org/abs/2102.03213",
  eprinttype = "arXiv",
  eprint = "2102.03213",
  timestamp = "Tue, 02 Mar 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-2102-03213.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. dos Santos de Arruda, L. P. Osco, P. R. Acosta, D. N. Gonçalves, J. M. Junior, A. P. M. Ramos, E. T. Matsubara, Z. Luo, J. Li, J. de Andrade Silva, and W. N. Gonçalves, “Counting and locating high-density objects using convolutional neural network,” Corr, vol. abs/2102.04366, 2021.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2102-04366,
  author = "dos Santos de Arruda, Mauro and Osco, Lucas Prado and Acosta, Plabiany Rodrigo and Gon{\c{c}}alves, Diogo Nunes and Junior, Jos{\'{e}} Marcato and Ramos, Ana Paula Marques and Matsubara, Edson Takashi and Luo, Zhipeng and Li, Jonathan and de Andrade Silva, Jonathan and Gon{\c{c}}alves, Wesley Nunes",
  title = "Counting and Locating High-Density Objects Using Convolutional Neural Network",
  journal = "CoRR",
  volume = "abs/2102.04366",
  year = "2021",
  url = "https://arxiv.org/abs/2102.04366",
  eprinttype = "arXiv",
  eprint = "2102.04366",
  timestamp = "Tue, 02 Mar 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-2102-04366.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. O. {a}}. Bressan, J. M. Junior, J. A. C. Martins, D. N. Gonçalves, D. M. Freitas, L. P. Osco, J. de Andrade Silva, Z. Luo, J. Li, R. C. Garcia, and W. N. Gonçalves, “Semantic segmentation with labeling uncertainty and class imbalance,” Corr, vol. abs/2102.04566, 2021.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2102-04566,
  author = "Bressan, Patrik Ol{\\textasciitilde {a}} and Junior, Jos{\'{e}} Marcato and Martins, Jos{\'{e}} Augusto Correa and Gon{\c{c}}alves, Diogo Nunes and Freitas, Daniel Matte and Osco, Lucas Prado and de Andrade Silva, Jonathan and Luo, Zhipeng and Li, Jonathan and Garcia, Raymundo Cordero and Gon{\c{c}}alves, Wesley Nunes",
  title = "Semantic Segmentation with Labeling Uncertainty and Class Imbalance",
  journal = "CoRR",
  volume = "abs/2102.04566",
  year = "2021",
  url = "https://arxiv.org/abs/2102.04566",
  eprinttype = "arXiv",
  eprint = "2102.04566",
  timestamp = "Tue, 02 Mar 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-2102-04566.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. Astolfi, M. C. B. Pache, G. V. Menezes, A. da Silva Oliveira Junior, G. K. Menezes, V. A. de Moraes Weber, E. C. {a}}o. Tetila, N. A. de Souza Belete, E. T. Matsubara, and H. Pistori, “Combining syntactic methods with LSTM to classify soybean aerial images,” IEEE geosci. remote. sens. lett., vol. 18, iss. 12, p. 2182–2186, 2021.
  [Bibtex]

  @article{DBLP:journals/lgrs/AstolfiPMJMWTBM21,
  author = "Astolfi, Gilberto and Pache, Marcio Carneiro Brito and Menezes, Geazy Vilharva and da Silva Oliveira Junior, Adair and Menezes, Gabriel Kirsten and de Moraes Weber, Vanessa Aparecida and Tetila, Everton Castel{\\textasciitilde {a}}o and de Souza Belete, Nicolas Alessandro and Matsubara, Edson Takashi and Pistori, Hemerson",
  title = "Combining Syntactic Methods With {LSTM} to Classify Soybean Aerial Images",
  journal = "{IEEE} Geosci. Remote. Sens. Lett.",
  volume = "18",
  number = "12",
  pages = "2182--2186",
  year = "2021",
  url = "https://doi.org/10.1109/LGRS.2020.3014938",
  doi = "10.1109/LGRS.2020.3014938",
  timestamp = "Tue, 25 Jan 2022 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/lgrs/AstolfiPMJMWTBM21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Aragy, E. R. Fernandes, and E. N. Cáceres, “Rhetorical role identification for portuguese legal documents,” in Intelligent systems – 10th brazilian conference, BRACIS 2021, virtual event, november 29 – december 3, 2021, proceedings, part II, 2021, p. 557–571.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/AragyFC21,
  author = "Aragy, Roberto and Fernandes, Eraldo Rezende and C{\'{a}}ceres, Edson Norberto",
  editor = "Britto, Andr{\'{e}} and Delgado, Karina Valdivia",
  title = "Rhetorical Role Identification for Portuguese Legal Documents",
  booktitle = "Intelligent Systems - 10th Brazilian Conference, {BRACIS} 2021, Virtual Event, November 29 - December 3, 2021, Proceedings, Part {II}",
  series = "Lecture Notes in Computer Science",
  volume = "13074",
  pages = "557--571",
  publisher = "Springer",
  year = "2021",
  url = "https://doi.org/10.1007/978-3-030-91699-2\\_38",
  doi = "10.1007/978-3-030-91699-2\\_38",
  timestamp = "Wed, 15 Dec 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/AragyFC21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. C. de Souza, B. M. Nogueira, R. G. Rossi, R. M. Marcacini, and S. O. Rezende, “A heterogeneous network-based positive and unlabeled learning approach to detect fake news,” in Intelligent systems – 10th brazilian conference, BRACIS 2021, virtual event, november 29 – december 3, 2021, proceedings, part II, 2021, p. 3–18.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/SouzaNRMR21,
  author = "de Souza, Mariana Caravanti and Nogueira, Bruno M. and Rossi, Rafael Geraldeli and Marcacini, Ricardo M. and Rezende, Solange O.",
  editor = "Britto, Andr{\'{e}} and Delgado, Karina Valdivia",
  title = "A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News",
  booktitle = "Intelligent Systems - 10th Brazilian Conference, {BRACIS} 2021, Virtual Event, November 29 - December 3, 2021, Proceedings, Part {II}",
  series = "Lecture Notes in Computer Science",
  volume = "13074",
  pages = "3--18",
  publisher = "Springer",
  year = "2021",
  url = "https://doi.org/10.1007/978-3-030-91699-2\\_1",
  doi = "10.1007/978-3-030-91699-2\\_1",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/bracis/SouzaNRMR21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. P. S. Gôlo, M. C. de Souza, R. G. Rossi, S. O. Rezende, B. M. {. Nogueira, and R. M. Marcacini, “Learning textual representations from multiple modalities to detect fake news through one-class learning,” in Webmedia ’21: brazilian symposium on multimedia and the web, belo horizonte, minas gerais, brazil, november 5-12, 2021, 2021, p. 197–204.
  [Bibtex]

  @inproceedings{DBLP:conf/webmedia/GoloCRRNM21,
  author = "G{\^{o}}lo, Marcos P. S. and de Souza, Mariana Caravanti and Rossi, Rafael Geraldeli and Rezende, Solange O. and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Marcacini, Ricardo M.",
  editor = "Pereira, Adriano C{\'{e}}sar Machado and da Rocha, Leonardo Chaves Dutra",
  title = "Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning",
  booktitle = "WebMedia '21: Brazilian Symposium on Multimedia and the Web, Belo Horizonte, Minas Gerais, Brazil, November 5-12, 2021",
  pages = "197--204",
  publisher = "{ACM}",
  year = "2021",
  url = "https://doi.org/10.1145/3470482.3479634",
  doi = "10.1145/3470482.3479634",
  timestamp = "Thu, 05 Oct 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/webmedia/GoloCRRNM21.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2020

• A. P. M. Ramos, L. P. Osco, D. E. G. Furuya, W. N. Gonçalves, D. C. Santana, L. P. R. Teodoro, C. A. da Silva Junior, G. F. Capristo{-}Silva, J. Li, F. H. R. Baio, J. M. Junior, P. E. Teodoro, and H. Pistori, “A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices,” Comput. electron. agric., vol. 178, p. 105791, 2020.
  [Bibtex]

  @article{DBLP:journals/cea/RamosOFGSTJCLBJ20,
  author = "Ramos, Ana Paula Marques and Osco, Lucas Prado and Furuya, Danielle Elis Garcia and Gon{\c{c}}alves, Wesley Nunes and Santana, Dthenifer Cordeiro and Teodoro, Larissa Pereira Ribeiro and da Silva Junior, Carlos Antonio and Capristo{-}Silva, Guilherme Fernando and Li, Jonathan and Baio, F{\'{a}}bio Henrique Rojo and Junior, Jos{\'{e}} Marcato and Teodoro, Paulo Eduardo and Pistori, Hemerson",
  title = "A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices",
  journal = "Comput. Electron. Agric.",
  volume = "178",
  pages = "105791",
  year = "2020",
  url = "https://doi.org/10.1016/j.compag.2020.105791",
  doi = "10.1016/J.COMPAG.2020.105791",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/cea/RamosOFGSTJCLBJ20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, A. P. M. Ramos, M. M. F. Pinheiro, É. A. S. Moriya, N. N. Imai, N. V. Estrabis, F. Ianczyk, F. F. de Araújo, V. Liesenberg, L. A. de Castro Jorge, J. Li, L. Ma, W. N. Gonçalves, J. M. Junior, and J. E. Creste, “A machine learning framework to predict nutrient content in valencia-orange leaf hyperspectral measurements,” Remote. sens., vol. 12, iss. 6, p. 906, 2020.
  [Bibtex]

  @article{DBLP:journals/remotesensing/OscoRPMIEIALJLM20,
  author = "Osco, Lucas Prado and Ramos, Ana Paula Marques and Pinheiro, Mayara Maezano Faita and Moriya, {\'{E}}rika Akemi Saito and Imai, Nilton Nobuhiro and Estrabis, Nayara V. and Ianczyk, Felipe and de Ara{\'{u}}jo, F{\'{a}}bio Fernando and Liesenberg, Veraldo and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Li, Jonathan and Ma, Lingfei and Gon{\c{c}}alves, Wesley Nunes and Junior, Jos{\'{e}} Marcato and Creste, Jos{\'{e}} Eduardo",
  title = "A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements",
  journal = "Remote. Sens.",
  volume = "12",
  number = "6",
  pages = "906",
  year = "2020",
  url = "https://doi.org/10.3390/rs12060906",
  doi = "10.3390/RS12060906",
  timestamp = "Wed, 24 Feb 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/remotesensing/OscoRPMIEIALJLM20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. T. Miyoshi, M. dos Santos de Arruda, L. P. Osco, J. M. Junior, D. N. Gonçalves, N. N. Imai, A. M. G. Tommaselli, E. Honkavaara, and W. N. Gonçalves, “A novel deep learning method to identify single tree species in uav-based hyperspectral images,” Remote. sens., vol. 12, iss. 8, p. 1294, 2020.
  [Bibtex]

  @article{DBLP:journals/remotesensing/MiyoshiAOJGITHG20,
  author = "Miyoshi, Gabriela Takahashi and dos Santos de Arruda, Mauro and Osco, Lucas Prado and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Diogo Nunes and Imai, Nilton Nobuhiro and Tommaselli, Antonio Maria Garcia and Honkavaara, Eija and Gon{\c{c}}alves, Wesley Nunes",
  title = "A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images",
  journal = "Remote. Sens.",
  volume = "12",
  number = "8",
  pages = "1294",
  year = "2020",
  url = "https://doi.org/10.3390/rs12081294",
  doi = "10.3390/RS12081294",
  timestamp = "Mon, 26 Jun 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/MiyoshiAOJGITHG20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, J. M. Junior, A. P. M. Ramos, D. E. G. Furuya, D. C. Santana, L. P. R. Teodoro, W. N. Gonçalves, F. H. R. Baio, H. Pistori, C. A. da Silva Junior, and P. E. Teodoro, “Leaf nitrogen concentration and plant height prediction for maize using uav-based multispectral imagery and machine learning techniques,” Remote. sens., vol. 12, iss. 19, p. 3237, 2020.
  [Bibtex]

  @article{DBLP:journals/remotesensing/OscoJRFSTGBPJT20,
  author = "Osco, Lucas Prado and Junior, Jos{\'{e}} Marcato and Ramos, Ana Paula Marques and Furuya, Danielle Elis Garcia and Santana, Dthenifer Cordeiro and Teodoro, Larissa Pereira Ribeiro and Gon{\c{c}}alves, Wesley Nunes and Baio, F{\'{a}}bio Henrique Rojo and Pistori, Hemerson and da Silva Junior, Carlos Antonio and Teodoro, Paulo Eduardo",
  title = "Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques",
  journal = "Remote. Sens.",
  volume = "12",
  number = "19",
  pages = "3237",
  year = "2020",
  url = "https://doi.org/10.3390/rs12193237",
  doi = "10.3390/RS12193237",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/OscoJRFSTGBPJT20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. E. G. Furuya, J. A. F. {a}}o. Aguiar, N. V. Estrabis, M. M. F. Pinheiro, M. T. G. Furuya, D. R. Pereira, W. N. Gonçalves, V. Liesenberg, J. Li, J. M. Junior, L. P. Osco, and A. P. M. Ramos, “A machine learning approach for mapping forest vegetation in riparian zones in an atlantic biome environment using sentinel-2 imagery,” Remote. sens., vol. 12, iss. 24, p. 4086, 2020.
  [Bibtex]

  @article{DBLP:journals/remotesensing/FuruyaAEPFPGLLJ20,
  author = "Furuya, Danielle Elis Garcia and Aguiar, Jo{\\textasciitilde {a}}o Alex Floriano and Estrabis, Nayara V. and Pinheiro, Mayara Maezano Faita and Furuya, Michelle Ta{\'{\i}}s Garcia and Pereira, Danillo Roberto and Gon{\c{c}}alves, Wesley Nunes and Liesenberg, Veraldo and Li, Jonathan and Junior, Jos{\'{e}} Marcato and Osco, Lucas Prado and Ramos, Ana Paula Marques",
  title = "A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery",
  journal = "Remote. Sens.",
  volume = "12",
  number = "24",
  pages = "4086",
  year = "2020",
  url = "https://doi.org/10.3390/rs12244086",
  doi = "10.3390/RS12244086",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/FuruyaAEPFPGLLJ20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. L. Torres, R. Q. Feitosa, P. N. Happ, L. E. C. L. Rosa, J. M. Junior, J. A. C. Martins, P. O. {a}}. Bressan, W. N. Gonçalves, and V. Liesenberg, “Applying fully convolutional architectures for semantic segmentation of a single tree species in urban environment on high resolution UAV optical imagery,” Sensors, vol. 20, iss. 2, p. 563, 2020.
  [Bibtex]

  @article{DBLP:journals/sensors/TorresFHRJMBGL20,
  author = "Torres, Daliana Lobo and Feitosa, Raul Queiroz and Happ, Patrick Nigri and Rosa, Laura Elena Cue La and Junior, Jos{\'{e}} Marcato and Martins, Jos{\'{e}} Augusto Correa and Bressan, Patrik Ol{\\textasciitilde {a}} and Gon{\c{c}}alves, Wesley Nunes and Liesenberg, Veraldo",
  title = "Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution {UAV} Optical Imagery",
  journal = "Sensors",
  volume = "20",
  number = "2",
  pages = "563",
  year = "2020",
  url = "https://doi.org/10.3390/s20020563",
  doi = "10.3390/S20020563",
  timestamp = "Thu, 18 Feb 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/sensors/TorresFHRJMBGL20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• A. A. dos Santos, J. M. Junior, J. de Andrade Silva, R. Pereira, D. Matos, G. Menezes, L. Higa, A. Eltner, A. P. M. Ramos, L. P. Osco, and W. N. Gonçalves, “Storm-drain and manhole detection using the retinanet method,” Sensors, vol. 20, iss. 16, p. 4450, 2020.
  [Bibtex]

  @article{DBLP:journals/sensors/SantosJSPMMHERO20,
  author = "dos Santos, Anderson Aparecido and Junior, Jos{\'{e}} Marcato and de Andrade Silva, Jonathan and Pereira, Rodrigo and Matos, Daniel and Menezes, Geazy and Higa, Leandro and Eltner, Anette and Ramos, Ana Paula Marques and Osco, Lucas Prado and Gon{\c{c}}alves, Wesley Nunes",
  title = "Storm-Drain and Manhole Detection Using the RetinaNet Method",
  journal = "Sensors",
  volume = "20",
  number = "16",
  pages = "4450",
  year = "2020",
  url = "https://doi.org/10.3390/s20164450",
  doi = "10.3390/S20164450",
  timestamp = "Fri, 25 Dec 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/sensors/SantosJSPMMHERO20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. V. M. de Castro, J. M. Junior, C. H. S. Polidoro, L. P. Osco, W. N. Gonçalves, L. de Souza Rodrigues, M. Santos, L. Jank, S. Barrios, C. Valle, R. Sime{\textasciitilde {a}}o, C. Carromeu, E. Silveira, L. A. de Castro Jorge, and E. T. Matsubara, “Deep learning applied to phenotyping of biomass in forages with uav-based RGB imagery,” Sensors, vol. 20, iss. 17, p. 4802, 2020.
  [Bibtex]

  @article{DBLP:journals/sensors/CastroJPOGRSJBV20,
  author = "de Castro, Wellington V. M. and Junior, Jos{\'{e}} Marcato and Polidoro, Caio H. S. and Osco, Lucas Prado and Gon{\c{c}}alves, Wesley Nunes and de Souza Rodrigues, Lucas and Santos, Mateus and Jank, Liana and Barrios, Sanzio and Valle, Cacilda and Sime{\\textasciitilde {a}}o, Rosangela and Carromeu, Camilo and Silveira, Eloise and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Matsubara, Edson Takashi",
  title = "Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based {RGB} Imagery",
  journal = "Sensors",
  volume = "20",
  number = "17",
  pages = "4802",
  year = "2020",
  url = "https://doi.org/10.3390/s20174802",
  doi = "10.3390/S20174802",
  timestamp = "Thu, 27 May 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/sensors/CastroJPOGRSJBV20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. Gomes, J. de Andrade Silva, D. N. Gonçalves, P. Zamboni, J. Perez, E. A. Batista, A. P. M. Ramos, L. P. Osco, E. T. Matsubara, J. Li, J. M. Junior, and W. N. Gonçalves, “Mapping utility poles in aerial orthoimages using ATSS deep learning method,” Sensors, vol. 20, iss. 21, p. 6070, 2020.
  [Bibtex]

  @article{DBLP:journals/sensors/GomesSGZPBROMLJ20,
  author = "Gomes, Matheus and de Andrade Silva, Jonathan and Gon{\c{c}}alves, Diogo Nunes and Zamboni, Pedro and Perez, Jader and Batista, Edson Antonio and Ramos, Ana Paula Marques and Osco, Lucas Prado and Matsubara, Edson Takashi and Li, Jonathan and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "Mapping Utility Poles in Aerial Orthoimages Using {ATSS} Deep Learning Method",
  journal = "Sensors",
  volume = "20",
  number = "21",
  pages = "6070",
  year = "2020",
  url = "https://doi.org/10.3390/s20216070",
  doi = "10.3390/S20216070",
  timestamp = "Mon, 17 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/sensors/GomesSGZPBROMLJ20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• S. V. A. B. Cantero, D. N. Gonçalves, L. F. S. Scabini, and W. N. Gonçalves, “Importance of vertices in complex networks applied to texture analysis,” IEEE trans. cybern., vol. 50, iss. 2, p. 777–786, 2020.
  [Bibtex]

  @article{DBLP:journals/tcyb/CanteroGSG20,
  author = "Cantero, S{\'{a}}vio Vin{\'{\i}}cius Albieri Barone and Gon{\c{c}}alves, Diogo Nunes and Scabini, Leonardo F. S. and Gon{\c{c}}alves, Wesley Nunes",
  title = "Importance of Vertices in Complex Networks Applied to Texture Analysis",
  journal = "{IEEE} Trans. Cybern.",
  volume = "50",
  number = "2",
  pages = "777--786",
  year = "2020",
  url = "https://doi.org/10.1109/TCYB.2018.2873135",
  doi = "10.1109/TCYB.2018.2873135",
  timestamp = "Sat, 30 May 2020 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/tcyb/CanteroGSG20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• F. Chen, Q. Fan, S. Lou, L. Yang, C. Wang, M. Claverie, C. Wang, J. M. Junior, W. N. Gonçalves, and J. Li, “Characterization of MSS channel reflectance and derived spectral indices for building consistent landsat 1-5 data record,” IEEE trans. geosci. remote. sens., vol. 58, iss. 12, p. 8967–8984, 2020.
  [Bibtex]

  @article{DBLP:journals/tgrs/ChenFLYWCWJGL20,
  author = "Chen, Feng and Fan, Qiancong and Lou, Shenlong and Yang, Limin and Wang, Chenxing and Claverie, Martin and Wang, Cheng and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "Characterization of {MSS} Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record",
  journal = "{IEEE} Trans. Geosci. Remote. Sens.",
  volume = "58",
  number = "12",
  pages = "8967--8984",
  year = "2020",
  url = "https://doi.org/10.1109/TGRS.2020.2992609",
  doi = "10.1109/TGRS.2020.2992609",
  timestamp = "Fri, 09 Apr 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/tgrs/ChenFLYWCWJGL20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, M. dos Santos de Arruda, D. N. Gonçalves, A. Dias, J. Batistoti, M. de Souza, F. D. G. Gomes, A. P. M. Ramos, L. A. de Castro Jorge, V. Liesenberg, J. Li, L. Ma, J. M. Junior, and W. N. Gonçalves, “A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery,” Corr, vol. abs/2012.15827, 2020.
  [Bibtex]

  @article{DBLP:journals/corr/abs-2012-15827,
  author = "Osco, Lucas Prado and dos Santos de Arruda, Mauro and Gon{\c{c}}alves, Diogo Nunes and Dias, Alexandre and Batistoti, Juliana and de Souza, Maur{\'{\i}}cio and Gomes, Felipe David Georges and Ramos, Ana Paula Marques and de Castro Jorge, L{\'{u}}cio Andr{\'{e}} and Liesenberg, Veraldo and Li, Jonathan and Ma, Lingfei and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes",
  title = "A {CNN} Approach to Simultaneously Count Plants and Detect Plantation-Rows from {UAV} Imagery",
  journal = "CoRR",
  volume = "abs/2012.15827",
  year = "2020",
  url = "https://arxiv.org/abs/2012.15827",
  eprinttype = "arXiv",
  eprint = "2012.15827",
  timestamp = "Thu, 25 Feb 2021 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-2012-15827.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• F. de Lima Weber, V. A. de Moraes Weber, G. V. Menezes, A. da Silva Oliveira Junior, D. A. Alves, M. V. M. de Oliveira, E. T. Matsubara, H. Pistori, and U. G. P. de Abreu, “Recognition of pantaneira cattle breed using computer vision and convolutional neural networks,” Comput. electron. agric., vol. 175, p. 105548, 2020.
  [Bibtex]

  @article{DBLP:journals/cea/WeberWMJAOMPA20,
  author = "de Lima Weber, Fabricio and de Moraes Weber, Vanessa Aparecida and Menezes, Geazy Vilharva and da Silva Oliveira Junior, Adair and Alves, Daniela Arestides and de Oliveira, Marcus Vinicius Morais and Matsubara, Edson Takashi and Pistori, Hemerson and de Abreu, Urbano Gomes Pinto",
  title = "Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks",
  journal = "Comput. Electron. Agric.",
  volume = "175",
  pages = "105548",
  year = "2020",
  url = "https://doi.org/10.1016/j.compag.2020.105548",
  doi = "10.1016/J.COMPAG.2020.105548",
  timestamp = "Mon, 26 Oct 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cea/WeberWMJAOMPA20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• V. A. de Moraes Weber, F. de Lima Weber, A. da Silva Oliveira Junior, G. Astolfi, G. V. Menezes, J. V. {a}}o. de Andrade Porto, F. P. C. Rezende, P. H. de Moraes, E. T. Matsubara, R. G. Mateus, T. L. A. C. de Araújo, L. O. C. Silva, E. Q. A. de Queiroz, U. G. P. de Abreu, R. da Costa Gomes, and H. Pistori, “Cattle weight estimation using active contour models and regression trees bagging,” Comput. electron. agric., vol. 179, p. 105804, 2020.
  [Bibtex]

  @article{DBLP:journals/cea/WeberWJAMPRMMMA20,
  author = "de Moraes Weber, Vanessa Aparecida and de Lima Weber, Fabricio and da Silva Oliveira Junior, Adair and Astolfi, Gilberto and Menezes, Geazy Vilharva and de Andrade Porto, Jo{\\textasciitilde {a}}o Vitor and Rezende, F{\'{a}}bio Prestes Cesar and de Moraes, Pedro Henrique and Matsubara, Edson Takashi and Mateus, Rodrigo Gon{\c{c}}alves and de Ara{\'{u}}jo, Thiago Lu{\'{\i}}s Alves Campos and Silva, Luiz Ot{\'{a}}vio Campos and de Queiroz, Eduardo Quirino Arguelho and de Abreu, Urbano Gomes Pinto and da Costa Gomes, Rodrigo and Pistori, Hemerson",
  title = "Cattle weight estimation using active contour models and regression trees Bagging",
  journal = "Comput. Electron. Agric.",
  volume = "179",
  pages = "105804",
  year = "2020",
  url = "https://doi.org/10.1016/j.compag.2020.105804",
  doi = "10.1016/J.COMPAG.2020.105804",
  timestamp = "Tue, 07 May 2024 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/cea/WeberWJAMPRMMMA20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• G. Astolfi, A. B. Gonçalves, G. V. Menezes, F. S. B. Borges, A. C. M. N. Astolfi, E. T. Matsubara, M. A. Alvarez, and H. Pistori, “POLLEN73S: an image dataset for pollen grains classification,” Ecol. informatics, vol. 60, p. 101165, 2020.
  [Bibtex]

  @article{DBLP:journals/ecoi/AstolfiGMBAMAP20,
  author = "Astolfi, Gilberto and Gon{\c{c}}alves, Ariadne Barbosa and Menezes, Geazy Vilharva and Borges, Felipe Silveira Brito and Astolfi, Angelica Christina Melo Nunes and Matsubara, Edson Takashi and Alvarez, Marco A. and Pistori, Hemerson",
  title = "{POLLEN73S:} An image dataset for pollen grains classification",
  journal = "Ecol. Informatics",
  volume = "60",
  pages = "101165",
  year = "2020",
  url = "https://doi.org/10.1016/j.ecoinf.2020.101165",
  doi = "10.1016/J.ECOINF.2020.101165",
  timestamp = "Tue, 29 Dec 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/ecoi/AstolfiGMBAMAP20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• K. M. Sakiyama, L. de Souza Rodrigues, and E. T. Matsubara, “Can twitter data estimate reality show outcomes?,” in Intelligent systems – 9th brazilian conference, BRACIS 2020, rio grande, brazil, october 20-23, 2020, proceedings, part I, 2020, p. 466–482.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/SakiyamaRM20,
  author = "Sakiyama, Kenzo Miranda and de Souza Rodrigues, Lucas and Matsubara, Edson Takashi",
  editor = "Cerri, Ricardo and Prati, Ronaldo C.",
  title = "Can Twitter Data Estimate Reality Show Outcomes?",
  booktitle = "Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part {I}",
  series = "Lecture Notes in Computer Science",
  volume = "12319",
  pages = "466--482",
  publisher = "Springer",
  year = "2020",
  url = "https://doi.org/10.1007/978-3-030-61377-8\\_32",
  doi = "10.1007/978-3-030-61377-8\\_32",
  timestamp = "Wed, 21 Oct 2020 16:49:39 +0200",
  biburl = "https://dblp.org/rec/conf/bracis/SakiyamaRM20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. H. Bonifacio, P. A. Vilela, G. R. Lobato, and E. R. Fernandes, “A study on the impact of intradomain finetuning of deep language models for legal named entity recognition in portuguese,” in Intelligent systems – 9th brazilian conference, BRACIS 2020, rio grande, brazil, october 20-23, 2020, proceedings, part I, 2020, p. 648–662.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/BonifacioVLF20,
  author = "Bonifacio, Luiz Henrique and Vilela, Paulo Arantes and Lobato, Gustavo Rocha and Fernandes, Eraldo Rezende",
  editor = "Cerri, Ricardo and Prati, Ronaldo C.",
  title = "A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese",
  booktitle = "Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part {I}",
  series = "Lecture Notes in Computer Science",
  volume = "12319",
  pages = "648--662",
  publisher = "Springer",
  year = "2020",
  url = "https://doi.org/10.1007/978-3-030-61377-8\\_46",
  doi = "10.1007/978-3-030-61377-8\\_46",
  timestamp = "Wed, 21 Oct 2020 16:49:39 +0200",
  biburl = "https://dblp.org/rec/conf/bracis/BonifacioVLF20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• I. M. Rodrigues, D. Aloise, E. R. Fernandes, and M. R. Dagenais, “A soft alignment model for bug deduplication,” in MSR ’20: 17th international conference on mining software repositories, seoul, republic of korea, 29-30 june, 2020, 2020, p. 43–53.
  [Bibtex]

  @inproceedings{DBLP:conf/msr/RodriguesAFD20,
  author = "Rodrigues, Irving Muller and Aloise, Daniel and Fernandes, Eraldo Rezende and Dagenais, Michel R.",
  editor = "Kim, Sunghun and Gousios, Georgios and Nadi, Sarah and Hejderup, Joseph",
  title = "A Soft Alignment Model for Bug Deduplication",
  booktitle = "{MSR} '20: 17th International Conference on Mining Software Repositories, Seoul, Republic of Korea, 29-30 June, 2020",
  pages = "43--53",
  publisher = "{ACM}",
  year = "2020",
  url = "https://doi.org/10.1145/3379597.3387470",
  doi = "10.1145/3379597.3387470",
  timestamp = "Mon, 13 Jun 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/msr/RodriguesAFD20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. A. Vilhagra, E. R. Fernandes, and B. M. {. Nogueira, “Textcsn: a semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network,” in SAC ’20: the 35th ACM/SIGAPP symposium on applied computing, online event, [brno, czech republic], march 30 – april 3, 2020, 2020, p. 1135–1142.
  [Bibtex]

  @inproceedings{DBLP:conf/sac/VilhagraFN20,
  author = "Vilhagra, Lucas Akayama and Fernandes, Eraldo Rezende and Nogueira, Bruno Magalh{\\textasciitilde {a}}es",
  editor = "Hung, Chih{-}Cheng and Cern{\'{y}}, Tom{\'{a}}s and Shin, Dongwan and Bechini, Alessio",
  title = "TextCSN: a semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network",
  booktitle = "{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30 - April 3, 2020",
  pages = "1135--1142",
  publisher = "{ACM}",
  year = "2020",
  url = "https://doi.org/10.1145/3341105.3374018",
  doi = "10.1145/3341105.3374018",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/sac/VilhagraFN20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• V. F. de Carvalho, B. Giacon, C. Nascimento, and B. M. {. Nogueira, “Machine learning for suicidal ideation identification on twitter for the portuguese language,” in Intelligent systems – 9th brazilian conference, BRACIS 2020, rio grande, brazil, october 20-23, 2020, proceedings, part I, 2020, p. 536–550.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/CarvalhoGNN20,
  author = "de Carvalho, Vin{\'{\i}}cios Faustino and Giacon, Bianca and Nascimento, Carlos and Nogueira, Bruno Magalh{\\textasciitilde {a}}es",
  editor = "Cerri, Ricardo and Prati, Ronaldo C.",
  title = "Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language",
  booktitle = "Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part {I}",
  series = "Lecture Notes in Computer Science",
  volume = "12319",
  pages = "536--550",
  publisher = "Springer",
  year = "2020",
  url = "https://doi.org/10.1007/978-3-030-61377-8\\_37",
  doi = "10.1007/978-3-030-61377-8\\_37",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/bracis/CarvalhoGNN20.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2019

• L. A. da Silva, P. O. {a}}. Bressan, D. N. Gonçalves, D. M. Freitas, B. B. Machado, and W. N. Gonçalves, “Estimating soybean leaf defoliation using convolutional neural networks and synthetic images,” Comput. electron. agric., vol. 156, p. 360–368, 2019.
  [Bibtex]

  @article{DBLP:journals/cea/SilvaBGFMG19,
  author = "da Silva, Lucas Abreu and Bressan, Patrik Ol{\\textasciitilde {a}} and Gon{\c{c}}alves, Diogo Nunes and Freitas, Daniel Matte and Machado, Bruno Brandoli and Gon{\c{c}}alves, Wesley Nunes",
  title = "Estimating soybean leaf defoliation using convolutional neural networks and synthetic images",
  journal = "Comput. Electron. Agric.",
  volume = "156",
  pages = "360--368",
  year = "2019",
  url = "https://doi.org/10.1016/j.compag.2018.11.040",
  doi = "10.1016/J.COMPAG.2018.11.040",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cea/SilvaBGFMG19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. C. Ribas, W. N. Gonçalves, and O. M. Bruno, “Dynamic texture analysis with diffusion in networks,” Digit. signal process., vol. 92, p. 109–126, 2019.
  [Bibtex]

  @article{DBLP:journals/dsp/RibasGB19,
  author = "Ribas, Lucas Correia and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir M.",
  title = "Dynamic texture analysis with diffusion in networks",
  journal = "Digit. Signal Process.",
  volume = "92",
  pages = "109--126",
  year = "2019",
  url = "https://doi.org/10.1016/j.dsp.2019.03.017",
  doi = "10.1016/J.DSP.2019.03.017",
  timestamp = "Thu, 20 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/dsp/RibasGB19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• A. A. dos Santos and W. N. Gonçalves, “Improving pantanal fish species recognition through taxonomic ranks in convolutional neural networks,” Ecol. informatics, vol. 53, 2019.
  [Bibtex]

  @article{DBLP:journals/ecoi/SantosG19,
  author = "dos Santos, Anderson Aparecido and Gon{\c{c}}alves, Wesley Nunes",
  title = "Improving Pantanal fish species recognition through taxonomic ranks in convolutional neural networks",
  journal = "Ecol. Informatics",
  volume = "53",
  year = "2019",
  url = "https://doi.org/10.1016/j.ecoinf.2019.100977",
  doi = "10.1016/J.ECOINF.2019.100977",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/ecoi/SantosG19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. S. Scabini, R. M. H. Condori, W. N. Gonçalves, and O. M. Bruno, “Multilayer complex network descriptors for color-texture characterization,” Inf. sci., vol. 491, p. 30–47, 2019.
  [Bibtex]

  @article{DBLP:journals/isci/ScabiniCGB19,
  author = "Scabini, Leonardo F. S. and Condori, Rayner H. Montes and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir M.",
  title = "Multilayer complex network descriptors for color-texture characterization",
  journal = "Inf. Sci.",
  volume = "491",
  pages = "30--47",
  year = "2019",
  url = "https://doi.org/10.1016/j.ins.2019.02.060",
  doi = "10.1016/J.INS.2019.02.060",
  timestamp = "Thu, 19 Dec 2019 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/isci/ScabiniCGB19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. C. Ribas, D. N. Gonçalves, J. de Andrade Silva, A. A. de Castro Jr., O. M. Bruno, and W. N. Gonçalves, “Fractal dimension of bag-of-visual words,” Pattern anal. appl., vol. 22, iss. 1, p. 89–98, 2019.
  [Bibtex]

  @article{DBLP:journals/paa/RibasGSCBG19,
  author = "Ribas, Lucas Correia and Gon{\c{c}}alves, Diogo Nunes and de Andrade Silva, Jonathan and de Castro Jr., Amaury Ant{\^{o}}nio and Bruno, Odemir Martinez and Gon{\c{c}}alves, Wesley Nunes",
  title = "Fractal dimension of bag-of-visual words",
  journal = "Pattern Anal. Appl.",
  volume = "22",
  number = "1",
  pages = "89--98",
  year = "2019",
  url = "https://doi.org/10.1007/s10044-018-0736-x",
  doi = "10.1007/S10044-018-0736-X",
  timestamp = "Thu, 14 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/paa/RibasGSCBG19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. Batistoti, J. M. Junior, L. Ítavo, E. T. Matsubara, E. Gomes, B. Oliveira, M. de Souza, H. L. Siqueira, G. S. Filho, T. Akiyama, W. N. Gonçalves, V. Liesenberg, J. Li, and A. Dias, “Estimating pasture biomass and canopy height in brazilian savanna using UAV photogrammetry,” Remote. sens., vol. 11, iss. 20, p. 2447, 2019.
  [Bibtex]

  @article{DBLP:journals/remotesensing/BatistotiJIMGOS19,
  author = "Batistoti, Juliana and Junior, Jos{\'{e}} Marcato and {\'{I}}tavo, Lu{\'{\i}}s and Matsubara, Edson Takashi and Gomes, Eva and Oliveira, Bianca and de Souza, Maur{\'{\i}}cio and Siqueira, Henrique Lopes and Filho, Geison Salgado and Akiyama, Thales and Gon{\c{c}}alves, Wesley Nunes and Liesenberg, Veraldo and Li, Jonathan and Dias, Alexandre",
  title = "Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using {UAV} Photogrammetry",
  journal = "Remote. Sens.",
  volume = "11",
  number = "20",
  pages = "2447",
  year = "2019",
  url = "https://doi.org/10.3390/rs11202447",
  doi = "10.3390/RS11202447",
  timestamp = "Tue, 16 Aug 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/BatistotiJIMGOS19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, A. P. M. Ramos, É. A. S. Moriya, L. G. {. Bavaresco, B. C. de Lima, N. V. Estrabis, D. R. Pereira, J. E. Creste, J. M. Junior, W. N. Gonçalves, N. N. Imai, J. Li, V. Liesenberg, and F. F. de Araújo, “Modeling hyperspectral response of water-stress induced lettuce plants using artificial neural networks,” Remote. sens., vol. 11, iss. 23, p. 2797, 2019.
  [Bibtex]

  @article{DBLP:journals/remotesensing/OscoRMBLEPCJGIL19,
  author = "Osco, Lucas Prado and Ramos, Ana Paula Marques and Moriya, {\'{E}}rika Akemi Saito and Bavaresco, Lorrayne Guimar{\\textasciitilde {a}}es and de Lima, Bruna Coelho and Estrabis, Nayara V. and Pereira, Danillo Roberto and Creste, Jos{\'{e}} Eduardo and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Imai, Nilton Nobuhiro and Li, Jonathan and Liesenberg, Veraldo and de Ara{\'{u}}jo, F{\'{a}}bio Fernando",
  title = "Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks",
  journal = "Remote. Sens.",
  volume = "11",
  number = "23",
  pages = "2797",
  year = "2019",
  url = "https://doi.org/10.3390/rs11232797",
  doi = "10.3390/RS11232797",
  timestamp = "Sat, 30 Sep 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/OscoRMBLEPCJGIL19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, A. P. M. Ramos, D. R. Pereira, É. A. S. Moriya, N. N. Imai, E. T. Matsubara, N. V. Estrabis, M. de Souza, J. M. Junior, W. N. Gonçalves, J. Li, V. Liesenberg, and J. E. Creste, “Predicting canopy nitrogen content in citrus-trees using random forest algorithm associated to spectral vegetation indices from uav-imagery,” Remote. sens., vol. 11, iss. 24, p. 2925, 2019.
  [Bibtex]

  @article{DBLP:journals/remotesensing/OscoRPMIMESJGLL19,
  author = "Osco, Lucas Prado and Ramos, Ana Paula Marques and Pereira, Danillo Roberto and Moriya, {\'{E}}rika Akemi Saito and Imai, Nilton Nobuhiro and Matsubara, Edson Takashi and Estrabis, Nayara V. and de Souza, Maur{\'{\i}}cio and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan and Liesenberg, Veraldo and Creste, Jos{\'{e}} Eduardo",
  title = "Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery",
  journal = "Remote. Sens.",
  volume = "11",
  number = "24",
  pages = "2925",
  year = "2019",
  url = "https://doi.org/10.3390/rs11242925",
  doi = "10.3390/RS11242925",
  timestamp = "Tue, 16 Aug 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/remotesensing/OscoRPMIMESJGLL19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• A. A. dos Santos, J. M. Junior, M. S. Araújo, D. R. D. Martini, E. C. Tetila, H. L. Siqueira, C. Aoki, A. Eltner, E. T. Matsubara, H. Pistori, R. Q. Feitosa, V. Liesenberg, and W. N. Gonçalves, “Assessment of cnn-based methods for individual tree detection on images captured by RGB cameras attached to uavs,” Sensors, vol. 19, iss. 16, p. 3595, 2019.
  [Bibtex]

  @article{DBLP:journals/sensors/SantosJAMTSAEMP19,
  author = "dos Santos, Anderson Aparecido and Junior, Jos{\'{e}} Marcato and Ara{\'{u}}jo, M{\'{a}}rcio Santos and Martini, David Robledo Di and Tetila, Everton Castelao and Siqueira, Henrique Lopes and Aoki, Camila and Eltner, Anette and Matsubara, Edson Takashi and Pistori, Hemerson and Feitosa, Raul Queiroz and Liesenberg, Veraldo and Gon{\c{c}}alves, Wesley Nunes",
  title = "Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by {RGB} Cameras Attached to UAVs",
  journal = "Sensors",
  volume = "19",
  number = "16",
  pages = "3595",
  year = "2019",
  url = "https://doi.org/10.3390/s19163595",
  doi = "10.3390/S19163595",
  timestamp = "Sat, 30 May 2020 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/sensors/SantosJAMTSAEMP19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• C. Ye, Y. Li, P. Cui, L. Liang, S. Pirasteh, J. M. Junior, W. N. Gonçalves, and J. Li, “Landslide detection of hyperspectral remote sensing data based on deep learning with constrains,” IEEE j. sel. top. appl. earth obs. remote. sens., vol. 12, iss. 12, p. 5047–5060, 2019.
  [Bibtex]

  @article{DBLP:journals/staeors/YeLCLPJGL19,
  author = "Ye, Chengming and Li, Yao and Cui, Peng and Liang, Li and Pirasteh, Saied and Junior, Jos{\'{e}} Marcato and Gon{\c{c}}alves, Wesley Nunes and Li, Jonathan",
  title = "Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains",
  journal = "{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.",
  volume = "12",
  number = "12",
  pages = "5047--5060",
  year = "2019",
  url = "https://doi.org/10.1109/JSTARS.2019.2951725",
  doi = "10.1109/JSTARS.2019.2951725",
  timestamp = "Wed, 08 Sep 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/staeors/YeLCLPJGL19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• Y. F. V. Becker, H. L. Siqueira, E. T. Matsubara, W. N. Gonçalves, and J. M. Junior, “Asphalt pothole detection in UAV images using convolutional neural networks,” in 2019 IEEE international geoscience and remote sensing symposium, IGARSS 2019, yokohama, japan, july 28 – august 2, 2019, 2019, p. 56–58.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/BeckerSMGM19,
  author = "Becker, Yuri V. Furusho and Siqueira, Henrique Lopes and Matsubara, Edson Takashi and Gon{\c{c}}alves, Wesley Nunes and Junior, Jos{\'{e}} Marcato",
  title = "Asphalt Pothole Detection in {UAV} Images Using Convolutional Neural Networks",
  booktitle = "2019 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019",
  pages = "56--58",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/IGARSS.2019.8900621",
  doi = "10.1109/IGARSS.2019.8900621",
  timestamp = "Fri, 22 Nov 2019 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/igarss/BeckerSMGM19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. A. C. Martins, J. M. Junior, G. Menezes, H. Pistori, D. Sant’Ana, and W. N. Gonçalves, “Image segmentation and classification with SLIC superpixel and convolutional neural network in forest context,” in 2019 IEEE international geoscience and remote sensing symposium, IGARSS 2019, yokohama, japan, july 28 – august 2, 2019, 2019, p. 6543–6546.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/MartinsJMPSG19,
  author = "Martins, Jos{\'{e}} Augusto Correa and Junior, Jos{\'{e}} Marcato and Menezes, Geazy and Pistori, Hemerson and Sant'Ana, Diego and Gon{\c{c}}alves, Wesley Nunes",
  title = "Image Segmentation and Classification with {SLIC} Superpixel and Convolutional Neural Network in Forest Context",
  booktitle = "2019 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019",
  pages = "6543--6546",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/IGARSS.2019.8898969",
  doi = "10.1109/IGARSS.2019.8898969",
  timestamp = "Thu, 14 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/MartinsJMPSG19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. P. Osco, A. P. M. Ramos, É. A. S. Moriya, M. de Souza, J. M. Junior, E. T. Matsubara, N. N. Imai, and J. E. Creste, “Improvement of leaf nitrogen content inference in valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images,” Int. j. appl. earth obs. geoinformation, vol. 83, 2019.
  [Bibtex]

  @article{DBLP:journals/aeog/OscoRMSJMIC19,
  author = "Osco, Lucas Prado and Ramos, Ana Paula Marques and Moriya, {\'{E}}rika Akemi Saito and de Souza, Maur{\'{\i}}cio and Junior, Jos{\'{e}} Marcato and Matsubara, Edson Takashi and Imai, Nilton Nobuhiro and Creste, Jos{\'{e}} Eduardo",
  title = "Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in {UAV} mounted-sensor images",
  journal = "Int. J. Appl. Earth Obs. Geoinformation",
  volume = "83",
  year = "2019",
  url = "https://doi.org/10.1016/j.jag.2019.101907",
  doi = "10.1016/J.JAG.2019.101907",
  timestamp = "Thu, 23 Jun 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/aeog/OscoRMSJMIC19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• C. H. S. Polidoro, W. V. M. de Castro, J. M. Junior, G. S. Filho, and E. T. Matsubara, “Counting cars from aerial videos using deep learning,” in Progress in artificial intelligence – 19th EPIA conference on artificial intelligence, EPIA 2019, vila real, portugal, september 3-6, 2019, proceedings, part I, 2019, p. 637–649.
  [Bibtex]

  @inproceedings{DBLP:conf/epia/PolidoroCMFM19,
  author = "Polidoro, Caio H. S. and de Castro, Wellington V. M. and Junior, Jos{\'{e}} Marcato and Filho, Geison Salgado and Matsubara, Edson Takashi",
  editor = "Oliveira, Paulo Moura and Novais, Paulo and Reis, Lu{\'{\i}}s Paulo",
  title = "Counting Cars from Aerial Videos Using Deep Learning",
  booktitle = "Progress in Artificial Intelligence - 19th {EPIA} Conference on Artificial Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019, Proceedings, Part {I}",
  series = "Lecture Notes in Computer Science",
  volume = "11804",
  pages = "637--649",
  publisher = "Springer",
  year = "2019",
  url = "https://doi.org/10.1007/978-3-030-30241-2\\_53",
  doi = "10.1007/978-3-030-30241-2\\_53",
  timestamp = "Fri, 27 Dec 2019 21:28:26 +0100",
  biburl = "https://dblp.org/rec/conf/epia/PolidoroCMFM19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. G. Sousa, K. M. Sakiyama, L. de Souza Rodrigues, P. H. Moraes, E. R. Fernandes, and E. T. Matsubara, “BERT for stock market sentiment analysis,” in 31st IEEE international conference on tools with artificial intelligence, ICTAI 2019, portland, or, usa, november 4-6, 2019, 2019, p. 1597–1601.
  [Bibtex]

  @inproceedings{DBLP:conf/ictai/SousaSRMFM19,
  author = "Sousa, Matheus Gomes and Sakiyama, Kenzo Miranda and de Souza Rodrigues, Lucas and Moraes, Pedro Henrique and Fernandes, Eraldo Rezende and Matsubara, Edson Takashi",
  title = "{BERT} for Stock Market Sentiment Analysis",
  booktitle = "31st {IEEE} International Conference on Tools with Artificial Intelligence, {ICTAI} 2019, Portland, OR, USA, November 4-6, 2019",
  pages = "1597--1601",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/ICTAI.2019.00231",
  doi = "10.1109/ICTAI.2019.00231",
  timestamp = "Thu, 20 Feb 2020 16:19:51 +0100",
  biburl = "https://dblp.org/rec/conf/ictai/SousaSRMFM19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• H. L. Siqueira, J. M. Junior, E. T. Matsubara, A. Eltner, R. A. Colares, and F. M. Santos, “The impact of ground control point quantity on area and volume measurements with UAV SFM photogrammetry applied in open pit mines,” in 2019 IEEE international geoscience and remote sensing symposium, IGARSS 2019, yokohama, japan, july 28 – august 2, 2019, 2019, p. 9093–9096.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/SiqueiraJMECS19,
  author = "Siqueira, Henrique Lopes and Junior, Jos{\'{e}} Marcato and Matsubara, Edson Takashi and Eltner, Anette and Colares, Reinaldo Almeida and Santos, Fabio Martins",
  title = "The Impact of Ground Control Point Quantity on Area and Volume Measurements with {UAV} {SFM} Photogrammetry Applied in Open Pit Mines",
  booktitle = "2019 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019",
  pages = "9093--9096",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/IGARSS.2019.8897829",
  doi = "10.1109/IGARSS.2019.8897829",
  timestamp = "Sat, 30 Sep 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/SiqueiraJMECS19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. R. D. Martini, V. Liesenberg, E. C. {a}}o. Tetila, J. M. Junior, E. T. Matsubara, H. L. Siqueira, A. A. de Castro Junior, M. S. Araújo, C. H. Monteiro, and H. Pistori, “Machine learning applied to uav imagery in precision agriculture and forest monitoring in brazililian savanah,” in 2019 IEEE international geoscience and remote sensing symposium, IGARSS 2019, yokohama, japan, july 28 – august 2, 2019, 2019, p. 9364–9367.
  [Bibtex]

  @inproceedings{DBLP:conf/igarss/MartiniLTJMSJAM19,
  author = "Martini, David Robledo Di and Liesenberg, Veraldo and Tetila, Everton Castel{\\textasciitilde {a}}o and Junior, Jos{\'{e}} Marcato and Matsubara, Edson Takashi and Siqueira, Henrique Lopes and de Castro Junior, Amaury Ant{\^{o}}nio and Ara{\'{u}}jo, M{\'{a}}rcio Santos and Monteiro, Carlos Henrique and Pistori, Hemerson",
  title = "Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah",
  booktitle = "2019 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019",
  pages = "9364--9367",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/IGARSS.2019.8900246",
  doi = "10.1109/IGARSS.2019.8900246",
  timestamp = "Thu, 14 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/igarss/MartiniLTJMSJAM19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• K. M. Sakiyama, A. Q. B. Silva, and E. T. Matsubara, “Twitter breaking news detector in the 2018 brazilian presidential election using word embeddings and convolutional neural networks,” in International joint conference on neural networks, IJCNN 2019 budapest, hungary, july 14-19, 2019, 2019, p. 1–8.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/SakiyamaSM19,
  author = "Sakiyama, Kenzo Miranda and Silva, Andre Quintiliano Bezerra and Matsubara, Edson Takashi",
  title = "Twitter breaking news detector in the 2018 Brazilian presidential election using word embeddings and convolutional neural networks",
  booktitle = "International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019",
  pages = "1--8",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/IJCNN.2019.8852394",
  doi = "10.1109/IJCNN.2019.8852394",
  timestamp = "Wed, 16 Oct 2019 14:14:55 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/SakiyamaSM19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• H. F. Sayama, A. V. Araujo, and E. R. Fernandes, “Faquad: reading comprehension dataset in the domain of brazilian higher education,” in 8th brazilian conference on intelligent systems, BRACIS 2019, salvador, brazil, october 15-18, 2019, 2019, p. 443–448.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/SayamaAF19,
  author = "Sayama, H{\'{e}}lio Fonseca and Araujo, Anderson Vi{\c{c}}oso and Fernandes, Eraldo Rezende",
  title = "FaQuAD: Reading Comprehension Dataset in the Domain of Brazilian Higher Education",
  booktitle = "8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador, Brazil, October 15-18, 2019",
  pages = "443--448",
  publisher = "{IEEE}",
  year = "2019",
  url = "https://doi.org/10.1109/BRACIS.2019.00084",
  doi = "10.1109/BRACIS.2019.00084",
  timestamp = "Thu, 09 Jan 2020 12:36:19 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/SayamaAF19.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2018

• M. dos Santos de Arruda, G. Spadon, J. R. F. Jr., W. N. Gonçalves, and B. B. Machado, “Recognition of endangered pantanal animal species using deep learning methods,” in 2018 international joint conference on neural networks, IJCNN 2018, rio de janeiro, brazil, july 8-13, 2018, 2018, p. 1–8.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/ArrudaSRGM18,
  author = "dos Santos de Arruda, Mauro and Spadon, Gabriel and Jr., Jos{\'{e}} F. Rodrigues and Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli",
  title = "Recognition of Endangered Pantanal Animal Species using Deep Learning Methods",
  booktitle = "2018 International Joint Conference on Neural Networks, {IJCNN} 2018, Rio de Janeiro, Brazil, July 8-13, 2018",
  pages = "1--8",
  publisher = "{IEEE}",
  year = "2018",
  url = "https://doi.org/10.1109/IJCNN.2018.8489369",
  doi = "10.1109/IJCNN.2018.8489369",
  timestamp = "Mon, 26 Jun 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/ArrudaSRGM18.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, G. Spadon, M. S. Arruda, W. N. Gonçalves, A. C. P. L. F. de Carvalho, and J. R. F. Jr., “A smartphone application to measure the quality of pest control spraying machines via image analysis,” in Proceedings of the 33rd annual ACM symposium on applied computing, SAC 2018, pau, france, april 09-13, 2018, 2018, p. 956–963.
  [Bibtex]

  @inproceedings{DBLP:conf/sac/MachadoSAGCR18,
  author = "Machado, Bruno Brandoli and Spadon, Gabriel and Arruda, Mauro S. and Gon{\c{c}}alves, Wesley Nunes and de Carvalho, Andr{\'{e}} C. P. L. F. and Jr., Jos{\'{e}} F. Rodrigues",
  editor = "Haddad, Hisham M. and Wainwright, Roger L. and Chbeir, Richard",
  title = "A smartphone application to measure the quality of pest control spraying machines via image analysis",
  booktitle = "Proceedings of the 33rd Annual {ACM} Symposium on Applied Computing, {SAC} 2018, Pau, France, April 09-13, 2018",
  pages = "956--963",
  publisher = "{ACM}",
  year = "2018",
  url = "https://doi.org/10.1145/3167132.3167237",
  doi = "10.1145/3167132.3167237",
  timestamp = "Sat, 19 Oct 2019 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/sac/MachadoSAGCR18.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. S. Scabini, R. M. H. Condori, W. N. Gonçalves, and O. M. Bruno, “Multilayer complex network descriptors for color-texture characterization,” Corr, vol. abs/1804.00501, 2018.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1804-00501,
  author = "Scabini, Leonardo F. S. and Condori, Rayner H. Montes and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir M.",
  title = "Multilayer Complex Network Descriptors for Color-Texture Characterization",
  journal = "CoRR",
  volume = "abs/1804.00501",
  year = "2018",
  url = "http://arxiv.org/abs/1804.00501",
  eprinttype = "arXiv",
  eprint = "1804.00501",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1804-00501.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. C. Ribas, W. N. Gonçalves, and O. M. Bruno, “Dynamic texture analysis with diffusion in networks,” Corr, vol. abs/1806.10681, 2018.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1806-10681,
  author = "Ribas, Lucas Correia and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir M.",
  title = "Dynamic texture analysis with diffusion in networks",
  journal = "CoRR",
  volume = "abs/1806.10681",
  year = "2018",
  url = "http://arxiv.org/abs/1806.10681",
  eprinttype = "arXiv",
  eprint = "1806.10681",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1806-10681.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• Y. N. Claure, E. T. Matsubara, C. Padovani, and R. C. Prati, “Polywatt: A polynomial water travel time estimator based on derivative dynamic time warping and perceptually important points,” Comput. geosci., vol. 112, p. 54–63, 2018.
  [Bibtex]

  @article{DBLP:journals/gandc/ClaureMPP18,
  author = "Claure, Yuri Navarro and Matsubara, Edson Takashi and Padovani, Carlos and Prati, Ronaldo Cristiano",
  title = "PolyWaTT: {A} polynomial water travel time estimator based on Derivative Dynamic Time Warping and Perceptually Important Points",
  journal = "Comput. Geosci.",
  volume = "112",
  pages = "54--63",
  year = "2018",
  url = "https://doi.org/10.1016/j.cageo.2017.12.002",
  doi = "10.1016/J.CAGEO.2017.12.002",
  timestamp = "Fri, 21 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/gandc/ClaureMPP18.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. Z. Max, R. M. Marcacini, and E. T. Matsubara, “Improving instance selection via metric learning,” in 2018 international joint conference on neural networks, IJCNN 2018, rio de janeiro, brazil, july 8-13, 2018, 2018, p. 1–6.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/MaxMM18,
  author = "Max, Eduardo Zarate and Marcacini, Ricardo Marcondes and Matsubara, Edson Takashi",
  title = "Improving Instance Selection via Metric Learning",
  booktitle = "2018 International Joint Conference on Neural Networks, {IJCNN} 2018, Rio de Janeiro, Brazil, July 8-13, 2018",
  pages = "1--6",
  publisher = "{IEEE}",
  year = "2018",
  url = "https://doi.org/10.1109/IJCNN.2018.8489322",
  doi = "10.1109/IJCNN.2018.8489322",
  timestamp = "Wed, 16 Oct 2019 14:14:55 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/MaxMM18.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2017

• L. F. S. Scabini, D. O. Fistarol, S. V. A. B. Cantero, W. N. Gonçalves, B. B. Machado, and J. R. F. Jr., “Angular descriptors of complex networks: A novel approach for boundary shape analysis,” Expert syst. appl., vol. 89, p. 362–373, 2017.
  [Bibtex]

  @article{DBLP:journals/eswa/ScabiniFCGMR17,
  author = "Scabini, Leonardo F. S. and Fistarol, Danilo O. and Cantero, S{\'{a}}vio Vin{\'{\i}}cius Albieri Barone and Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli and Jr., Jos{\'{e}} F. Rodrigues",
  title = "Angular descriptors of complex networks: {A} novel approach for boundary shape analysis",
  journal = "Expert Syst. Appl.",
  volume = "89",
  pages = "362--373",
  year = "2017",
  url = "https://doi.org/10.1016/j.eswa.2017.08.009",
  doi = "10.1016/J.ESWA.2017.08.009",
  timestamp = "Thu, 09 Jan 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/eswa/ScabiniFCGMR17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, G. Spadon, M. S. Arruda, W. N. Gonçalves, A. C. P. L. F. de Carvalho, and J. R. F. Jr., “A smartphone application to measure the quality of pest control spraying machines via image analysis,” Corr, vol. abs/1711.07828, 2017.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1711-07828,
  author = "Machado, Bruno Brandoli and Spadon, Gabriel and Arruda, Mauro S. and Gon{\c{c}}alves, Wesley Nunes and de Carvalho, Andr{\'{e}} C. P. L. F. and Jr., Jos{\'{e}} F. Rodrigues",
  title = "A smartphone application to measure the quality of pest control spraying machines via image analysis",
  journal = "CoRR",
  volume = "abs/1711.07828",
  year = "2017",
  url = "http://arxiv.org/abs/1711.07828",
  eprinttype = "arXiv",
  eprint = "1711.07828",
  timestamp = "Fri, 29 Mar 2019 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/corr/abs-1711-07828.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. de Souza Rodrigues, E. T. Matsubara, and B. M. {. Nogueira, “Learning a fast bipartite ranker for text documents using lexicographical rankers and ROC curves,” in 14th IAPR international conference on document analysis and recognition, ICDAR 2017, kyoto, japan, november 9-15, 2017, 2017, p. 1307–1312.
  [Bibtex]

  @inproceedings{DBLP:conf/icdar/RodriguesMN17,
  author = "de Souza Rodrigues, Lucas and Matsubara, Edson Takashi and Nogueira, Bruno Magalh{\\textasciitilde {a}}es",
  title = "Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and {ROC} Curves",
  booktitle = "14th {IAPR} International Conference on Document Analysis and Recognition, {ICDAR} 2017, Kyoto, Japan, November 9-15, 2017",
  pages = "1307--1312",
  publisher = "{IEEE}",
  year = "2017",
  url = "https://doi.org/10.1109/ICDAR.2017.215",
  doi = "10.1109/ICDAR.2017.215",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/icdar/RodriguesMN17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• I. M. Rodrigues and E. R. Fernandes, “How difficult is the adaptation of POS taggers?,” in 2017 brazilian conference on intelligent systems, BRACIS 2017, uberlândia, brazil, october 2-5, 2017, 2017, p. 360–365.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/RodriguesF17,
  author = "Rodrigues, Irving Muller and Fernandes, Eraldo Rezende",
  title = "How Difficult is the Adaptation of {POS} Taggers?",
  booktitle = "2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia, Brazil, October 2-5, 2017",
  pages = "360--365",
  publisher = "{IEEE} Computer Society",
  year = "2017",
  url = "https://doi.org/10.1109/BRACIS.2017.77",
  doi = "10.1109/BRACIS.2017.77",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/RodriguesF17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• I. M. Rodrigues, E. R. Fernandes, and C. N. dos Santos, “Domain adaptation of POS taggers without handcrafted features,” in 2017 international joint conference on neural networks, IJCNN 2017, anchorage, ak, usa, may 14-19, 2017, 2017, p. 3331–3338.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/RodriguesFS17,
  author = "Rodrigues, Irving Muller and Fernandes, Eraldo R. and dos Santos, C{\'{\i}}cero Nogueira",
  title = "Domain adaptation of {POS} taggers without handcrafted features",
  booktitle = "2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017",
  pages = "3331--3338",
  publisher = "{IEEE}",
  year = "2017",
  url = "https://doi.org/10.1109/IJCNN.2017.7966274",
  doi = "10.1109/IJCNN.2017.7966274",
  timestamp = "Tue, 19 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/RodriguesFS17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Florence, B. M. Nogueira, and R. M. Marcacini, “Constrained hierarchical clustering for news events,” in Proceedings of the 21st international database engineering \\& applications symposium, IDEAS 2017, bristol, united kingdom, july 12-14, 2017, 2017, p. 49–56.
  [Bibtex]

  @inproceedings{DBLP:conf/ideas/FlorenceNM17,
  author = "Florence, Ronaldo and Nogueira, Bruno M. and Marcacini, Ricardo M.",
  editor = "Desai, Bipin C. and Hong, Jun and McClatchey, Richard",
  title = "Constrained Hierarchical Clustering for News Events",
  booktitle = "Proceedings of the 21st International Database Engineering {\\&} Applications Symposium, {IDEAS} 2017, Bristol, United Kingdom, July 12-14, 2017",
  pages = "49--56",
  publisher = "{ACM}",
  year = "2017",
  url = "https://doi.org/10.1145/3105831.3105859",
  doi = "10.1145/3105831.3105859",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ideas/FlorenceNM17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. M. {. Nogueira, Y. K. B. Tomas, and R. M. Marcacini, “Integrating distance metric learning and cluster-level constraints in semi-supervised clustering,” in 2017 international joint conference on neural networks, IJCNN 2017, anchorage, ak, usa, may 14-19, 2017, 2017, p. 4118–4125.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/NogueiraTM17,
  author = "Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Tomas, Yuri Karan Benevides and Marcacini, Ricardo Marcondes",
  title = "Integrating distance metric learning and cluster-level constraints in semi-supervised clustering",
  booktitle = "2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017",
  pages = "4118--4125",
  publisher = "{IEEE}",
  year = "2017",
  url = "https://doi.org/10.1109/IJCNN.2017.7966376",
  doi = "10.1109/IJCNN.2017.7966376",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/NogueiraTM17.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2016

• R. D. L. Pires, D. N. Gonçalves, J. P. M. Oruê, W. E. S. Kanashiro, J. R. F. Jr., B. B. Machado, and W. N. Gonçalves, “Local descriptors for soybean disease recognition,” Comput. electron. agric., vol. 125, p. 48–55, 2016.
  [Bibtex]

  @article{DBLP:journals/cea/PiresGOKRMG16,
  author = "Pires, Rillian Diello Lucas and Gon{\c{c}}alves, Diogo Nunes and Oru{\^{e}}, Jonatan Patrick Margarido and Kanashiro, Wesley Eiji Sanches and Jr., Jos{\'{e}} F. Rodrigues and Machado, Bruno Brandoli and Gon{\c{c}}alves, Wesley Nunes",
  title = "Local descriptors for soybean disease recognition",
  journal = "Comput. Electron. Agric.",
  volume = "125",
  pages = "48--55",
  year = "2016",
  url = "https://doi.org/10.1016/j.compag.2016.04.032",
  doi = "10.1016/J.COMPAG.2016.04.032",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cea/PiresGOKRMG16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, J. P. Oruê, M. S. Arruda, C. Santos, D. Sarath, W. N. Gonçalves, G. G. da Silva, H. Pistori, A. R. Roel, and J. R. F. Jr., “Bioleaf: A professional mobile application to measure foliar damage caused by insect herbivory,” Comput. electron. agric., vol. 129, p. 44–55, 2016.
  [Bibtex]

  @article{DBLP:journals/cea/MachadoOASSGSPR16,
  author = "Machado, Bruno Brandoli and Oru{\^{e}}, Jonatan Patrick and Arruda, Mauro S. and Santos, Cleidimar and Sarath, Diogo and Gon{\c{c}}alves, Wesley Nunes and da Silva, Gercina Gon{\c{c}}alves and Pistori, Hemerson and Roel, Antonia Railda and Jr., Jos{\'{e}} F. Rodrigues",
  title = "BioLeaf: {A} professional mobile application to measure foliar damage caused by insect herbivory",
  journal = "Comput. Electron. Agric.",
  volume = "129",
  pages = "44--55",
  year = "2016",
  url = "https://doi.org/10.1016/j.compag.2016.09.007",
  doi = "10.1016/J.COMPAG.2016.09.007",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cea/MachadoOASSGSPR16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, N. R. da Silva, L. da Fontoura Costa, and O. M. Bruno, “Texture recognition based on diffusion in networks,” Inf. sci., vol. 364-365, p. 51–71, 2016.
  [Bibtex]

  @article{DBLP:journals/isci/GoncalvesSCB16,
  author = "Gon{\c{c}}alves, Wesley Nunes and da Silva, N{\'{u}}bia Rosa and da Fontoura Costa, Luciano and Bruno, Odemir Martinez",
  title = "Texture recognition based on diffusion in networks",
  journal = "Inf. Sci.",
  volume = "364-365",
  pages = "51--71",
  year = "2016",
  url = "https://doi.org/10.1016/j.ins.2016.04.052",
  doi = "10.1016/J.INS.2016.04.052",
  timestamp = "Wed, 14 Jun 2017 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/isci/GoncalvesSCB16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. P. M. Oruê and W. N. Gonçalves, “Face recognition using activities of directed graphs in spatial pyramid,” in 23rd international conference on pattern recognition, ICPR 2016, cancún, mexico, december 4-8, 2016, 2016, p. 3162–3167.
  [Bibtex]

  @inproceedings{DBLP:conf/icpr/OrueG16,
  author = "Oru{\^{e}}, Jonatan Patrick Margarido and Gon{\c{c}}alves, Wesley Nunes",
  title = "Face recognition using activities of directed graphs in spatial pyramid",
  booktitle = "23rd International Conference on Pattern Recognition, {ICPR} 2016, Canc{\'{u}}n, Mexico, December 4-8, 2016",
  pages = "3162--3167",
  publisher = "{IEEE}",
  year = "2016",
  url = "https://doi.org/10.1109/ICPR.2016.7900121",
  doi = "10.1109/ICPR.2016.7900121",
  timestamp = "Wed, 16 Oct 2019 14:14:52 +0200",
  biburl = "https://dblp.org/rec/conf/icpr/OrueG16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, J. P. Oruê, M. S. Arruda, C. Santos, D. Sarath, W. N. Gonçalves, G. G. da Silva, H. Pistori, A. R. Roel, and J. R. F. Jr., “Bioleaf: a professional mobile application to measure foliar damage caused by insect herbivory,” Corr, vol. abs/1609.08004, 2016.
  [Bibtex]

  @article{DBLP:journals/corr/MachadoOASSGSPR16,
  author = "Machado, Bruno Brandoli and Oru{\^{e}}, Jonatan Patrick and Arruda, Mauro S. and Santos, Cleidimar and Sarath, Diogo and Gon{\c{c}}alves, Wesley Nunes and da Silva, Gercina Gon{\c{c}}alves and Pistori, Hemerson and Roel, Antonia Railda and Jr., Jos{\'{e}} F. Rodrigues",
  title = "BioLeaf: a professional mobile application to measure foliar damage caused by insect herbivory",
  journal = "CoRR",
  volume = "abs/1609.08004",
  year = "2016",
  url = "http://arxiv.org/abs/1609.08004",
  eprinttype = "arXiv",
  eprint = "1609.08004",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/MachadoOASSGSPR16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. C. Ribas, W. N. Gonçalves, and O. M. Bruno, “Texture analysis using deterministic partially self-avoiding walk with thresholds,” Corr, vol. abs/1611.08629, 2016.
  [Bibtex]

  @article{DBLP:journals/corr/RibasGB16,
  author = "Ribas, Lucas Correia and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Texture analysis using deterministic partially self-avoiding walk with thresholds",
  journal = "CoRR",
  volume = "abs/1611.08629",
  year = "2016",
  url = "http://arxiv.org/abs/1611.08629",
  eprinttype = "arXiv",
  eprint = "1611.08629",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/RibasGB16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• V. A. Borges, B. M. {. Nogueira, and E. F. Barbosa, “A multidimensional data model for the analysis of learning management systems under different perspectives,” in 2016 IEEE frontiers in education conference, FIE 2015, eire, pa, usa, october 12-15, 2016, 2016, p. 1–8.
  [Bibtex]

  @inproceedings{DBLP:conf/fie/BorgesNB16,
  author = "Borges, Vanessa Araujo and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Barbosa, Ellen Francine",
  title = "A multidimensional data model for the analysis of learning management systems under different perspectives",
  booktitle = "2016 {IEEE} Frontiers in Education Conference, {FIE} 2015, Eire, PA, USA, October 12-15, 2016",
  pages = "1--8",
  publisher = "{IEEE} Computer Society",
  year = "2016",
  url = "https://doi.org/10.1109/FIE.2016.7757743",
  doi = "10.1109/FIE.2016.7757743",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/fie/BorgesNB16.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2015

• W. N. Gonçalves, B. B. Machado, and O. M. Bruno, “A complex network approach for dynamic texture recognition,” Neurocomputing, vol. 153, p. 211–220, 2015.
  [Bibtex]

  @article{DBLP:journals/ijon/GoncalvesMB15,
  author = "Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli and Bruno, Odemir Martinez",
  title = "A complex network approach for dynamic texture recognition",
  journal = "Neurocomputing",
  volume = "153",
  pages = "211--220",
  year = "2015",
  url = "https://doi.org/10.1016/j.neucom.2014.11.034",
  doi = "10.1016/J.NEUCOM.2014.11.034",
  timestamp = "Mon, 26 Jun 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/ijon/GoncalvesMB15.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. C. Ribas, D. N. Gonçalves, J. P. M. Oruê, and W. N. Gonçalves, “Fractal dimension of maximum response filters applied to texture analysis,” Pattern recognit. lett., vol. 65, p. 116–123, 2015.
  [Bibtex]

  @article{DBLP:journals/prl/RibasGOG15,
  author = "Ribas, Lucas Correia and Gon{\c{c}}alves, Diogo Nunes and Oru{\^{e}}, Jonatan Patrick Margarido and Gon{\c{c}}alves, Wesley Nunes",
  title = "Fractal dimension of maximum response filters applied to texture analysis",
  journal = "Pattern Recognit. Lett.",
  volume = "65",
  pages = "116--123",
  year = "2015",
  url = "https://doi.org/10.1016/j.patrec.2015.07.030",
  doi = "10.1016/J.PATREC.2015.07.030",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/prl/RibasGOG15.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. S. Souza, H. Pistori, M. P. Cereda, W. N. Gonçalves, and V. V. V. A. Odakura, “Identificaç\\textasciitilde ao de viabilidade de leveduras com corante vital utilizando histogramas de palavras visuais em imagens coloridas,” RITA, vol. 22, iss. 2, p. 124–145, 2015.
  [Bibtex]

  @article{DBLP:journals/rita/SouzaPCGO15,
  author = "Souza, Junior Silva and Pistori, Hemerson and Cereda, Marney Pascoli and Gon{\c{c}}alves, Wesley Nunes and Odakura, Valguima Victoria Viana Aguiar",
  title = "Identifica{\c{c}}{\\textasciitilde {a}}o de Viabilidade de Leveduras Com Corante Vital Utilizando Histogramas de Palavras Visuais em Imagens Coloridas",
  journal = "{RITA}",
  volume = "22",
  number = "2",
  pages = "124--145",
  year = "2015",
  url = "https://doi.org/10.22456/2175-2745.52609",
  doi = "10.22456/2175-2745.52609",
  timestamp = "Mon, 03 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/rita/SouzaPCGO15.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. F. S. Scabini, W. N. Gonçalves, and A. A. de Castro Junior, “Texture analysis by bag-of-visual-words of complex networks,” in Progress in pattern recognition, image analysis, computer vision, and applications – 20th iberoamerican congress, CIARP 2015, montevideo, uruguay, november 9-12, 2015, proceedings, 2015, p. 485–492.
  [Bibtex]

  @inproceedings{DBLP:conf/ciarp/ScabiniGJ15,
  author = "Scabini, Leonardo F. S. and Gon{\c{c}}alves, Wesley Nunes and de Castro Junior, Amaury Ant{\^{o}}nio",
  editor = "Pardo, Alvaro and Kittler, Josef",
  title = "Texture Analysis by Bag-Of-Visual-Words of Complex Networks",
  booktitle = "Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "9423",
  pages = "485--492",
  publisher = "Springer",
  year = "2015",
  url = "https://doi.org/10.1007/978-3-319-25751-8\\_58",
  doi = "10.1007/978-3-319-25751-8\\_58",
  timestamp = "Thu, 14 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ciarp/ScabiniGJ15.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• V. A. Borges, B. M. {. Nogueira, and E. F. Barbosa, “Uma análise exploratória de tópicos de pesquisa emergentes em informática na educaç\\textasciitilde ao,” Revista brasileira de informática na educ., vol. 23, iss. 1, p. 85–96, 2015.
  [Bibtex]

  @article{DBLP:journals/rbie/Borges0B15,
  author = "Borges, Vanessa Araujo and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Barbosa, Ellen Francine",
  title = "Uma an{\'{a}}lise explorat{\'{o}}ria de t{\'{o}}picos de pesquisa emergentes em Inform{\'{a}}tica na Educa{\c{c}}{\\textasciitilde {a}}o",
  journal = "Revista Brasileira de Inform{\'{a}}tica na Educ.",
  volume = "23",
  number = "1",
  pages = "85--96",
  year = "2015",
  url = "https://doi.org/10.5753/rbie.2015.23.01.85",
  doi = "10.5753/RBIE.2015.23.01.85",
  timestamp = "Thu, 29 Feb 2024 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/rbie/Borges0B15.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2014

• R. de Carvalho Gomes, L. C. Ribas, A. A. de Castro Junior, and W. N. Gonçalves, “CPPP/UFMS at imageclef 2014: robot vision task,” in Working notes for CLEF 2014 conference, sheffield, uk, september 15-18, 2014, 2014, p. 348–354.
  [Bibtex]

  @inproceedings{DBLP:conf/clef/GomesRJG14,
  author = "de Carvalho Gomes, Rodrigo and Ribas, Lucas Correia and de Castro Junior, Amaury Ant{\^{o}}nio and Gon{\c{c}}alves, Wesley Nunes",
  editor = "Cappellato, Linda and Ferro, Nicola and Halvey, Martin and Kraaij, Wessel",
  title = "{CPPP/UFMS} at ImageCLEF 2014: Robot Vision Task",
  booktitle = "Working Notes for {CLEF} 2014 Conference, Sheffield, UK, September 15-18, 2014",
  series = "{CEUR} Workshop Proceedings",
  volume = "1180",
  pages = "348--354",
  publisher = "CEUR-WS.org",
  year = "2014",
  url = "https://ceur-ws.org/Vol-1180/CLEF2014wn-Image-GomesEt2014.pdf",
  timestamp = "Fri, 10 Mar 2023 16:23:41 +0100",
  biburl = "https://dblp.org/rec/conf/clef/GomesRJG14.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. Campos and E. T. Matsubara, “An experimental evaluation of sentiment analysis on financial news using prior polarity words,” in Advances in artificial intelligence – IBERAMIA 2014 – 14th ibero-american conference on ai, santiago de chile, chile, november 24-27, 2014, proceedings, 2014, p. 218–228.
  [Bibtex]

  @inproceedings{DBLP:conf/iberamia/CamposM14,
  author = "Campos, Eduardo and Matsubara, Edson Takashi",
  editor = "Bazzan, Ana L. C. and Pichara, Karim",
  title = "An Experimental Evaluation of Sentiment Analysis on Financial News Using Prior Polarity Words",
  booktitle = "Advances in Artificial Intelligence - {IBERAMIA} 2014 - 14th Ibero-American Conference on AI, Santiago de Chile, Chile, November 24-27, 2014, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "8864",
  pages = "218--228",
  publisher = "Springer",
  year = "2014",
  url = "https://doi.org/10.1007/978-3-319-12027-0\\_18",
  doi = "10.1007/978-3-319-12027-0\\_18",
  timestamp = "Fri, 22 Nov 2019 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/iberamia/CamposM14.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, C. N. dos Santos, and R. L. Milidiú, “Latent trees for coreference resolution,” Comput. linguistics, vol. 40, iss. 4, p. 801–835, 2014.
  [Bibtex]

  @article{DBLP:journals/coling/FernandesSM14,
  author = "Fernandes, Eraldo Rezende and dos Santos, C{\'{\i}}cero Nogueira and Milidi{\'{u}}, Ruy Luiz",
  title = "Latent Trees for Coreference Resolution",
  journal = "Comput. Linguistics",
  volume = "40",
  number = "4",
  pages = "801--835",
  year = "2014",
  url = "https://doi.org/10.1162/COLI\\_a\\_00200",
  doi = "10.1162/COLI\\_A\\_00200",
  timestamp = "Mon, 11 May 2020 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/coling/FernandesSM14.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, I. M. Rodrigues, and R. L. Milidiú, “Portuguese part-of-speech tagging with large margin structure learning,” in 2014 brazilian conference on intelligent systems, BRACIS 2014, sao paulo, brazil, october 18-22, 2014, 2014, p. 25–30.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/FernandesRM14,
  author = "Fernandes, Eraldo Rezende and Rodrigues, Irving Muller and Milidi{\'{u}}, Ruy Luiz",
  title = "Portuguese Part-of-Speech Tagging with Large Margin Structure Learning",
  booktitle = "2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao Paulo, Brazil, October 18-22, 2014",
  pages = "25--30",
  publisher = "{IEEE} Computer Society",
  year = "2014",
  url = "https://doi.org/10.1109/BRACIS.2014.16",
  doi = "10.1109/BRACIS.2014.16",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/FernandesRM14.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, U. Brefeld, R. Blanco, and J. Atserias, “Using wikipedia for cross-language named entity recognition,” in Big data analytics in the social and ubiquitous context – 5th international workshop on modeling social media, MSM 2014, 5th international workshop on mining ubiquitous and social environments, MUSE 2014, and first international workshop on machine learning for urban sensor data, senseml 2014, revised selected papers, 2014, p. 1–25.
  [Bibtex]

  @inproceedings{DBLP:conf/pkdd/FernandesBBA14,
  author = "Fernandes, Eraldo R. and Brefeld, Ulf and Blanco, Roi and Atserias, Jordi",
  editor = "Atzmueller, Martin and Chin, Alvin and Janssen, Frederik and Schweizer, Immanuel and Trattner, Christoph",
  title = "Using Wikipedia for Cross-Language Named Entity Recognition",
  booktitle = "Big Data Analytics in the Social and Ubiquitous Context - 5th International Workshop on Modeling Social Media, {MSM} 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, {MUSE} 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers",
  series = "Lecture Notes in Computer Science",
  volume = "9546",
  pages = "1--25",
  publisher = "Springer",
  year = "2014",
  url = "https://doi.org/10.1007/978-3-319-29009-6\\_1",
  doi = "10.1007/978-3-319-29009-6\\_1",
  timestamp = "Thu, 14 Oct 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/pkdd/FernandesBBA14.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2013

• W. N. Gonçalves and O. M. Bruno, “Dynamic texture segmentation based on deterministic partially self-avoiding walks,” Comput. vis. image underst., vol. 117, iss. 9, p. 1163–1174, 2013.
  [Bibtex]

  @article{DBLP:journals/cviu/GoncalvesB13,
  author = "Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Dynamic texture segmentation based on deterministic partially self-avoiding walks",
  journal = "Comput. Vis. Image Underst.",
  volume = "117",
  number = "9",
  pages = "1163--1174",
  year = "2013",
  url = "https://doi.org/10.1016/j.cviu.2013.04.006",
  doi = "10.1016/J.CVIU.2013.04.006",
  timestamp = "Fri, 21 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/cviu/GoncalvesB13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves and O. M. Bruno, “Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks,” Expert syst. appl., vol. 40, iss. 11, p. 4283–4300, 2013.
  [Bibtex]

  @article{DBLP:journals/eswa/GoncalvesB13,
  author = "Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks",
  journal = "Expert Syst. Appl.",
  volume = "40",
  number = "11",
  pages = "4283--4300",
  year = "2013",
  url = "https://doi.org/10.1016/j.eswa.2012.12.092",
  doi = "10.1016/J.ESWA.2012.12.092",
  timestamp = "Tue, 06 Jun 2017 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/eswa/GoncalvesB13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves and O. M. Bruno, “Combining fractal and deterministic walkers for texture analysis and classification,” Pattern recognit., vol. 46, iss. 11, p. 2953–2968, 2013.
  [Bibtex]

  @article{DBLP:journals/pr/GoncalvesB13,
  author = "Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Combining fractal and deterministic walkers for texture analysis and classification",
  journal = "Pattern Recognit.",
  volume = "46",
  number = "11",
  pages = "2953--2968",
  year = "2013",
  url = "https://doi.org/10.1016/j.patcog.2013.03.012",
  doi = "10.1016/J.PATCOG.2013.03.012",
  timestamp = "Mon, 24 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/pr/GoncalvesB13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, W. N. Gonçalves, and O. M. Bruno, “Material quality assessment of silk nanofibers based on swarm intelligence,” Corr, vol. abs/1303.3152, 2013.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1303-3152,
  author = "Machado, Bruno Brandoli and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Material quality assessment of silk nanofibers based on swarm intelligence",
  journal = "CoRR",
  volume = "abs/1303.3152",
  year = "2013",
  url = "http://arxiv.org/abs/1303.3152",
  eprinttype = "arXiv",
  eprint = "1303.3152",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1303-3152.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Fabbri, I. N. Bastos, F. D. M. Neto, F. J. P. Lopes, W. N. Gonçalves, and O. M. Bruno, “Multi-q pattern classification of polarization curves,” Corr, vol. abs/1305.2876, 2013.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1305-2876,
  author = "Fabbri, Ricardo and Bastos, Ivan N. and Neto, Francisco Duarte Moura and Lopes, Francisco J. P. and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Multi-q Pattern Classification of Polarization Curves",
  journal = "CoRR",
  volume = "abs/1305.2876",
  year = "2013",
  url = "http://arxiv.org/abs/1305.2876",
  eprinttype = "arXiv",
  eprint = "1305.2876",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1305-2876.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, B. B. Machado, and O. M. Bruno, “Texture descriptor combining fractal dimension and artificial crawlers,” Corr, vol. abs/1311.5290, 2013.
  [Bibtex]

  @article{DBLP:journals/corr/GoncalvesMB13,
  author = "Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli and Bruno, Odemir Martinez",
  title = "Texture descriptor combining fractal dimension and artificial crawlers",
  journal = "CoRR",
  volume = "abs/1311.5290",
  year = "2013",
  url = "http://arxiv.org/abs/1311.5290",
  eprinttype = "arXiv",
  eprint = "1311.5290",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/GoncalvesMB13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• F. V. Rigo, M. N. Maraes, and E. T. Matsubara, “Smart saint: an active semi-supervised learning internet filter,” in Brazilian conference on intelligent systems, BRACIS 2013, fortaleza, ce, brazil, 19-24 october, 2013, 2013, p. 136–142.
  [Bibtex]

  @inproceedings{DBLP:conf/bracis/RigoMM13,
  author = "Rigo, Felipe Vargas and Maraes, Murillo Nicacio and Matsubara, Edson Takashi",
  title = "Smart Saint: An Active Semi-supervised Learning Internet Filter",
  booktitle = "Brazilian Conference on Intelligent Systems, {BRACIS} 2013, Fortaleza, CE, Brazil, 19-24 October, 2013",
  pages = "136--142",
  publisher = "{IEEE} Computer Society",
  year = "2013",
  url = "https://doi.org/10.1109/BRACIS.2013.31",
  doi = "10.1109/BRACIS.2013.31",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/bracis/RigoMM13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. M. {. Nogueira, “Agrupamento hierárquico semissupervisionado ativo baseado em confiança e sua aplicaç\\textasciitilde ao para extraç\\textasciitilde ao de hierarquias de tópicos a partir de coleç\\textasciitilde oes de documentos,” PhD Thesis, 2013.
  [Bibtex]

  @phdthesis{DBLP:phd/ndltd/Nogueira13,
  author = "Nogueira, Bruno Magalh{\\textasciitilde {a}}es",
  title = "Agrupamento hier{\'{a}}rquico semissupervisionado ativo baseado em confian{\c{c}}a e sua aplica{\c{c}}{\\textasciitilde {a}}o para extra{\c{c}}{\\textasciitilde {a}}o de hierarquias de t{\'{o}}picos a partir de cole{\c{c}}{\\textasciitilde {o}}es de documentos",
  school = "University of S{\\textasciitilde {a}}o Paulo, Brazil",
  year = "2013",
  url = "http://www.teses.usp.br/teses/disponiveis/55/55134/tde-06052014-103312/",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/phd/ndltd/Nogueira13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Motta, A. de Andrade Lopes, B. M. Nogueira, S. O. Rezende, A. M. Jorge, and M. C. F. de Oliveira, “Comparing relational and non-relational algorithms for clustering propositional data,” in Proceedings of the 28th annual ACM symposium on applied computing, SAC ’13, coimbra, portugal, march 18-22, 2013, 2013, p. 150–155.
  [Bibtex]

  @inproceedings{DBLP:conf/sac/MottaLNRJO13,
  author = "Motta, Robson and de Andrade Lopes, Alneu and Nogueira, Bruno M. and Rezende, Solange Oliveira and Jorge, Al{\'{\i}}pio M{\'{a}}rio and de Oliveira, Maria Cristina Ferreira",
  editor = "Shin, Sung Y. and Maldonado, Jos{\'{e}} Carlos",
  title = "Comparing relational and non-relational algorithms for clustering propositional data",
  booktitle = "Proceedings of the 28th Annual {ACM} Symposium on Applied Computing, {SAC} '13, Coimbra, Portugal, March 18-22, 2013",
  pages = "150--155",
  publisher = "{ACM}",
  year = "2013",
  url = "https://doi.org/10.1145/2480362.2480393",
  doi = "10.1145/2480362.2480393",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/sac/MottaLNRJO13.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2012

• W. N. Gonçalves, A. R. Backes, A. S. Martinez, and O. M. Bruno, “Texture descriptor based on partially self-avoiding deterministic walker on networks,” Expert syst. appl., vol. 39, iss. 15, p. 11818–11829, 2012.
  [Bibtex]

  @article{DBLP:journals/eswa/GoncalvesBMB12,
  author = "Gon{\c{c}}alves, Wesley Nunes and Backes, Andr{\'{e}} Ricardo and Martinez, Alexandre Souto and Bruno, Odemir Martinez",
  title = "Texture descriptor based on partially self-avoiding deterministic walker on networks",
  journal = "Expert Syst. Appl.",
  volume = "39",
  number = "15",
  pages = "11818--11829",
  year = "2012",
  url = "https://doi.org/10.1016/j.eswa.2012.01.094",
  doi = "10.1016/J.ESWA.2012.01.094",
  timestamp = "Tue, 06 Jun 2017 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/eswa/GoncalvesBMB12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• D. Casanova, J. B. {a}}o. Florindo, W. N. Gonçalves, and O. M. Bruno, “IFSC/USP at imageclef 2012: plant identification task,” in CLEF 2012 evaluation labs and workshop, online working notes, rome, italy, september 17-20, 2012, 2012.
  [Bibtex]

  @inproceedings{DBLP:conf/clef/CasanovaFGB12,
  author = "Casanova, Dalcimar and Florindo, Jo{\\textasciitilde {a}}o Batista and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  editor = "Forner, Pamela and Karlgren, Jussi and Womser{-}Hacker, Christa",
  title = "{IFSC/USP} at ImageCLEF 2012: Plant Identification Task",
  booktitle = "{CLEF} 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17-20, 2012",
  series = "{CEUR} Workshop Proceedings",
  volume = "1178",
  publisher = "CEUR-WS.org",
  year = "2012",
  url = "https://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-CasanovaEt2012.pdf",
  timestamp = "Fri, 10 Mar 2023 16:23:42 +0100",
  biburl = "https://dblp.org/rec/conf/clef/CasanovaFGB12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves and O. M. Bruno, “Automatic system for counting cells with elliptical shape,” Corr, vol. abs/1201.3109, 2012.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1201-3109,
  author = "Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Automatic system for counting cells with elliptical shape",
  journal = "CoRR",
  volume = "abs/1201.3109",
  year = "2012",
  url = "http://arxiv.org/abs/1201.3109",
  eprinttype = "arXiv",
  eprint = "1201.3109",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1201-3109.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, B. B. Machado, and O. M. Bruno, “Spatiotemporal gabor filters: a new method for dynamic texture recognition,” Corr, vol. abs/1201.3612, 2012.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1201-3612,
  author = "Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli and Bruno, Odemir Martinez",
  title = "Spatiotemporal Gabor filters: a new method for dynamic texture recognition",
  journal = "CoRR",
  volume = "abs/1201.3612",
  year = "2012",
  url = "http://arxiv.org/abs/1201.3612",
  eprinttype = "arXiv",
  eprint = "1201.3612",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1201-3612.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. B. Machado, W. N. Gonçalves, and O. M. Bruno, “Image decomposition with anisotropic diffusion applied to leaf-texture analysis,” Corr, vol. abs/1201.4139, 2012.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1201-4139,
  author = "Machado, Bruno Brandoli and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  title = "Image decomposition with anisotropic diffusion applied to leaf-texture analysis",
  journal = "CoRR",
  volume = "abs/1201.4139",
  year = "2012",
  url = "http://arxiv.org/abs/1201.4139",
  eprinttype = "arXiv",
  eprint = "1201.4139",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1201-4139.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, C. N. dos Santos, and R. L. Milidiú, “Latent structure perceptron with feature induction for unrestricted coreference resolution,” in Joint conference on empirical methods in natural language processing and computational natural language learning – proceedings of the shared task: modeling multilingual unrestricted coreference in ontonotes, emnlp-conll 2012, july 13, 2012, jeju island, korea, 2012, p. 41–48.
  [Bibtex]

  @inproceedings{DBLP:conf/conll/FernandesSM12,
  author = "Fernandes, Eraldo R. and dos Santos, C{\'{\i}}cero Nogueira and Milidi{\'{u}}, Ruy Luiz",
  editor = "Pradhan, Sameer and Moschitti, Alessandro and Xue, Nianwen",
  title = "Latent Structure Perceptron with Feature Induction for Unrestricted Coreference Resolution",
  booktitle = "Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning - Proceedings of the Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes, EMNLP-CoNLL 2012, July 13, 2012, Jeju Island, Korea",
  pages = "41--48",
  publisher = "{ACL}",
  year = "2012",
  url = "https://aclanthology.org/W12-4502/",
  timestamp = "Fri, 06 Aug 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/conll/FernandesSM12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes and R. L. Milidiú, “Entropy-guided feature generation for structured learning of portuguese dependency parsing,” in Computational processing of the portuguese language – 10th international conference, PROPOR 2012, coimbra, portugal, april 17-20, 2012. proceedings, 2012, p. 146–156.
  [Bibtex]

  @inproceedings{DBLP:conf/propor/FernandesM12,
  author = "Fernandes, Eraldo R. and Milidi{\'{u}}, Ruy Luiz",
  editor = "de Medeiros Caseli, Helena and Villavicencio, Aline and Teixeira, Ant{\'{o}}nio J. S. and Perdig{\\textasciitilde {a}}o, Fernando",
  title = "Entropy-Guided Feature Generation for Structured Learning of Portuguese Dependency Parsing",
  booktitle = "Computational Processing of the Portuguese Language - 10th International Conference, {PROPOR} 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "7243",
  pages = "146--156",
  publisher = "Springer",
  year = "2012",
  url = "https://doi.org/10.1007/978-3-642-28885-2\\_17",
  doi = "10.1007/978-3-642-28885-2\\_17",
  timestamp = "Tue, 14 May 2019 10:00:51 +0200",
  biburl = "https://dblp.org/rec/conf/propor/FernandesM12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. M. Nogueira, A. M. Jorge, and S. O. Rezende, “HCAC: semi-supervised hierarchical clustering using confidence-based active learning,” in Discovery science – 15th international conference, DS 2012, lyon, france, october 29-31, 2012. proceedings, 2012, p. 139–153.
  [Bibtex]

  @inproceedings{DBLP:conf/dis/NogueiraJR12,
  author = "Nogueira, Bruno M. and Jorge, Al{\'{\i}}pio M{\'{a}}rio and Rezende, Solange Oliveira",
  editor = "Ganascia, Jean{-}Gabriel and Lenca, Philippe and Petit, Jean{-}Marc",
  title = "{HCAC:} Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning",
  booktitle = "Discovery Science - 15th International Conference, {DS} 2012, Lyon, France, October 29-31, 2012. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "7569",
  pages = "139--153",
  publisher = "Springer",
  year = "2012",
  url = "https://doi.org/10.1007/978-3-642-33492-4\\_13",
  doi = "10.1007/978-3-642-33492-4\\_13",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/dis/NogueiraJR12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. M. Nogueira, A. M. Jorge, and S. O. Rezende, “Hierarchical confidence-based active clustering,” in Proceedings of the ACM symposium on applied computing, SAC 2012, riva, trento, italy, march 26-30, 2012, 2012, p. 216–219.
  [Bibtex]

  @inproceedings{DBLP:conf/sac/NogueiraJR12,
  author = "Nogueira, Bruno M. and Jorge, Al{\'{\i}}pio M{\'{a}}rio and Rezende, Solange Oliveira",
  editor = "Ossowski, Sascha and Lecca, Paola",
  title = "Hierarchical confidence-based active clustering",
  booktitle = "Proceedings of the {ACM} Symposium on Applied Computing, {SAC} 2012, Riva, Trento, Italy, March 26-30, 2012",
  pages = "216--219",
  publisher = "{ACM}",
  year = "2012",
  url = "https://doi.org/10.1145/2245276.2245318",
  doi = "10.1145/2245276.2245318",
  timestamp = "Thu, 13 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/sac/NogueiraJR12.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2011

• B. B. Machado, W. N. Gonçalves, and O. M. Bruno, “Enhancing the texture attribute with partial differential equations: A case of study with gabor filters,” in Advances concepts for intelligent vision systems – 13th international conference, ACIVS 2011, ghent, belgium, august 22-25, 2011. proceedings, 2011, p. 337–348.
  [Bibtex]

  @inproceedings{DBLP:conf/acivs/MachadoGB11,
  author = "Machado, Bruno Brandoli and Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  editor = "Blanc{-}Talon, Jacques and Kleihorst, Richard P. and Philips, Wilfried and Popescu, Dan C. and Scheunders, Paul",
  title = "Enhancing the Texture Attribute with Partial Differential Equations: {A} Case of Study with Gabor Filters",
  booktitle = "Advances Concepts for Intelligent Vision Systems - 13th International Conference, {ACIVS} 2011, Ghent, Belgium, August 22-25, 2011. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6915",
  pages = "337--348",
  publisher = "Springer",
  year = "2011",
  url = "https://doi.org/10.1007/978-3-642-23687-7\\_31",
  doi = "10.1007/978-3-642-23687-7\\_31",
  timestamp = "Tue, 14 May 2019 10:00:48 +0200",
  biburl = "https://dblp.org/rec/conf/acivs/MachadoGB11.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves and O. M. Bruno, “Dynamic texture analysis and classification using deterministic partially self-avoiding walks,” in Advances concepts for intelligent vision systems – 13th international conference, ACIVS 2011, ghent, belgium, august 22-25, 2011. proceedings, 2011, p. 349–359.
  [Bibtex]

  @inproceedings{DBLP:conf/acivs/GoncalvesB11,
  author = "Gon{\c{c}}alves, Wesley Nunes and Bruno, Odemir Martinez",
  editor = "Blanc{-}Talon, Jacques and Kleihorst, Richard P. and Philips, Wilfried and Popescu, Dan C. and Scheunders, Paul",
  title = "Dynamic Texture Analysis and Classification Using Deterministic Partially Self-avoiding Walks",
  booktitle = "Advances Concepts for Intelligent Vision Systems - 13th International Conference, {ACIVS} 2011, Ghent, Belgium, August 22-25, 2011. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6915",
  pages = "349--359",
  publisher = "Springer",
  year = "2011",
  url = "https://doi.org/10.1007/978-3-642-23687-7\\_32",
  doi = "10.1007/978-3-642-23687-7\\_32",
  timestamp = "Mon, 29 May 2017 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/acivs/GoncalvesB11.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, A. S. Martinez, and O. M. Bruno, “Complex network classification using partially self-avoiding deterministic walks,” Corr, vol. abs/1112.5625, 2011.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1112-5625,
  author = "Gon{\c{c}}alves, Wesley Nunes and Martinez, Alexandre Souto and Bruno, Odemir Martinez",
  title = "Complex network classification using partially self-avoiding deterministic walks",
  journal = "CoRR",
  volume = "abs/1112.5625",
  year = "2011",
  url = "http://arxiv.org/abs/1112.5625",
  eprinttype = "arXiv",
  eprint = "1112.5625",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1112-5625.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• R. Fabbri, W. N. Gonçalves, F. J. P. Lopes, and O. M. Bruno, “Multi-q analysis of image patterns,” Corr, vol. abs/1112.6371, 2011.
  [Bibtex]

  @article{DBLP:journals/corr/abs-1112-6371,
  author = "Fabbri, Ricardo and Gon{\c{c}}alves, Wesley Nunes and Lopes, Francisco J. P. and Bruno, Odemir Martinez",
  title = "Multi-q Analysis of Image Patterns",
  journal = "CoRR",
  volume = "abs/1112.6371",
  year = "2011",
  url = "http://arxiv.org/abs/1112.6371",
  eprinttype = "arXiv",
  eprint = "1112.6371",
  timestamp = "Mon, 13 Aug 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/corr/abs-1112-6371.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes and U. Brefeld, “Learning from partially annotated sequences,” in Machine learning and knowledge discovery in databases – european conference, ECML PKDD 2011, athens, greece, september 5-9, 2011. proceedings, part I, 2011, p. 407–422.
  [Bibtex]

  @inproceedings{DBLP:conf/pkdd/FernandesB11,
  author = "Fernandes, Eraldo R. and Brefeld, Ulf",
  editor = "Gunopulos, Dimitrios and Hofmann, Thomas and Malerba, Donato and Vazirgiannis, Michalis",
  title = "Learning from Partially Annotated Sequences",
  booktitle = "Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part {I}",
  series = "Lecture Notes in Computer Science",
  volume = "6911",
  pages = "407--422",
  publisher = "Springer",
  year = "2011",
  url = "https://doi.org/10.1007/978-3-642-23780-5\\_36",
  doi = "10.1007/978-3-642-23780-5\\_36",
  timestamp = "Thu, 28 Nov 2019 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/pkdd/FernandesB11.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2010

• A. R. Backes, W. N. Gonçalves, A. S. Martinez, and O. M. Bruno, “Texture analysis and classification using deterministic tourist walk,” Pattern recognit., vol. 43, iss. 3, p. 685–694, 2010.
  [Bibtex]

  @article{DBLP:journals/pr/BackesGMB10,
  author = "Backes, Andr{\'{e}} Ricardo and Gon{\c{c}}alves, Wesley Nunes and Martinez, Alexandre Souto and Bruno, Odemir Martinez",
  title = "Texture analysis and classification using deterministic tourist walk",
  journal = "Pattern Recognit.",
  volume = "43",
  number = "3",
  pages = "685--694",
  year = "2010",
  url = "https://doi.org/10.1016/j.patcog.2009.07.017",
  doi = "10.1016/J.PATCOG.2009.07.017",
  timestamp = "Mon, 24 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/pr/BackesGMB10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• H. Pistori, V. V. V. A. Odakura, J. B. O. {a}}o. Monteiro, W. N. Gonçalves, A. R. Roel, J. de Andrade Silva, and B. B. Machado, “Mice and larvae tracking using a particle filter with an auto-adjustable observation model,” Pattern recognit. lett., vol. 31, iss. 4, p. 337–346, 2010.
  [Bibtex]

  @article{DBLP:journals/prl/PistoriOMGRSM10,
  author = "Pistori, Hemerson and Odakura, Valguima Victoria Viana Aguiar and Monteiro, Jo{\\textasciitilde {a}}o Bosco Oliveira and Gon{\c{c}}alves, Wesley Nunes and Roel, Antonia Railda and de Andrade Silva, Jonathan and Machado, Bruno Brandoli",
  title = "Mice and larvae tracking using a particle filter with an auto-adjustable observation model",
  journal = "Pattern Recognit. Lett.",
  volume = "31",
  number = "4",
  pages = "337--346",
  year = "2010",
  url = "https://doi.org/10.1016/j.patrec.2009.05.015",
  doi = "10.1016/J.PATREC.2009.05.015",
  timestamp = "Sat, 22 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/prl/PistoriOMGRSM10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• J. de Andrade Silva, W. N. Gonçalves, B. B. Machado, H. Pistori, A. S. de Souza, and K. P. de Souza, “Comparison of shape descriptors for mice behavior recognition,” in Progress in pattern recognition, image analysis, computer vision, and applications – 15th iberoamerican congress on pattern recognition, CIARP 2010, sao paulo, brazil, november 8-11, 2010. proceedings, 2010, p. 370–377.
  [Bibtex]

  @inproceedings{DBLP:conf/ciarp/SilvaGMPSS10,
  author = "de Andrade Silva, Jonathan and Gon{\c{c}}alves, Wesley Nunes and Machado, Bruno Brandoli and Pistori, Hemerson and de Souza, Albert Schiaveto and de Souza, Kleber Padovani",
  editor = "Bloch, Isabelle and Cesar, Roberto M.",
  title = "Comparison of Shape Descriptors for Mice Behavior Recognition",
  booktitle = "Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 15th Iberoamerican Congress on Pattern Recognition, {CIARP} 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6419",
  pages = "370--377",
  publisher = "Springer",
  year = "2010",
  url = "https://doi.org/10.1007/978-3-642-16687-7\\_50",
  doi = "10.1007/978-3-642-16687-7\\_50",
  timestamp = "Sun, 02 Oct 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ciarp/SilvaGMPSS10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, J. de Andrade Silva, and O. M. Bruno, “A rotation invariant face recognition method based on complex network,” in Progress in pattern recognition, image analysis, computer vision, and applications – 15th iberoamerican congress on pattern recognition, CIARP 2010, sao paulo, brazil, november 8-11, 2010. proceedings, 2010, p. 426–433.
  [Bibtex]

  @inproceedings{DBLP:conf/ciarp/GoncalvesSB10,
  author = "Gon{\c{c}}alves, Wesley Nunes and de Andrade Silva, Jonathan and Bruno, Odemir Martinez",
  editor = "Bloch, Isabelle and Cesar, Roberto M.",
  title = "A Rotation Invariant Face Recognition Method Based on Complex Network",
  booktitle = "Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 15th Iberoamerican Congress on Pattern Recognition, {CIARP} 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6419",
  pages = "426--433",
  publisher = "Springer",
  year = "2010",
  url = "https://doi.org/10.1007/978-3-642-16687-7\\_57",
  doi = "10.1007/978-3-642-16687-7\\_57",
  timestamp = "Tue, 26 Jun 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ciarp/GoncalvesSB10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, R. L. Milidiú, and R. P. Rentería, “\emphRelHunter: a machine learning method for relation extraction from text,” J. braz. comput. soc., vol. 16, iss. 3, p. 191–199, 2010.
  [Bibtex]

  @article{DBLP:journals/jbcs/FernandesMR10,
  author = "Fernandes, Eraldo R. and Milidi{\'{u}}, Ruy Luiz and Renter{\'{\i}}a, Ra{\'{u}}l P.",
  title = "\emph{RelHunter}: a machine learning method for relation extraction from text",
  journal = "J. Braz. Comput. Soc.",
  volume = "16",
  number = "3",
  pages = "191--199",
  year = "2010",
  url = "https://doi.org/10.1007/s13173-010-0018-y",
  doi = "10.1007/S13173-010-0018-Y",
  timestamp = "Wed, 20 May 2020 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/jbcs/FernandesMR10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• C. N. dos Santos, R. L. Milidiú, C. E. M. Crestana, and E. R. Fernandes, “ETL ensembles for chunking, NER and SRL,” in Computational linguistics and intelligent text processing, 11th international conference, cicling 2010, iasi, romania, march 21-27, 2010. proceedings, 2010, p. 100–112.
  [Bibtex]

  @inproceedings{DBLP:conf/cicling/SantosMCF10,
  author = "dos Santos, C{\'{\i}}cero Nogueira and Milidi{\'{u}}, Ruy Luiz and Crestana, Carlos E. M. and Fernandes, Eraldo R.",
  editor = "Gelbukh, Alexander F.",
  title = "{ETL} Ensembles for Chunking, {NER} and {SRL}",
  booktitle = "Computational Linguistics and Intelligent Text Processing, 11th International Conference, CICLing 2010, Iasi, Romania, March 21-27, 2010. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6008",
  pages = "100--112",
  publisher = "Springer",
  year = "2010",
  url = "https://doi.org/10.1007/978-3-642-12116-6\\_9",
  doi = "10.1007/978-3-642-12116-6\\_9",
  timestamp = "Tue, 14 May 2019 10:00:46 +0200",
  biburl = "https://dblp.org/rec/conf/cicling/SantosMCF10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, C. E. M. Crestana, and R. L. Milidiú, “Hedge detection using the relhunter approach,” in Proceedings of the fourteenth conference on computational natural language learning: shared task, conll 2010, uppsala, sweden, july 15-16, 2010, 2010, p. 64–69.
  [Bibtex]

  @inproceedings{DBLP:conf/conll/FernandesCM10,
  author = "Fernandes, Eraldo R. and Crestana, Carlos E. M. and Milidi{\'{u}}, Ruy Luiz",
  editor = {Farkas, Rich{\'{a}}rd and Vincze, Veronika and Szarvas, Gy{\"{o}}rgy and M{\'{o}}ra, Gy{\"{o}}rgy and Csirik, J{\'{a}}nos},
  title = "Hedge Detection Using the RelHunter Approach",
  booktitle = "Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, CoNLL 2010, Uppsala, Sweden, July 15-16, 2010",
  pages = "64--69",
  publisher = "{ACL}",
  year = "2010",
  url = "https://aclanthology.org/W10-3009/",
  timestamp = "Fri, 06 Aug 2021 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/conll/FernandesCM10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. R. Fernandes, C. N. dos Santos, and R. L. Milidiú, “A machine learning approach to portuguese clause identification,” in Computational processing of the portuguese language, 9th international conference, PROPOR 2010, porto alegre, rs, brazil, april 27-30, 2010. proceedings, 2010, p. 55–64.
  [Bibtex]

  @inproceedings{DBLP:conf/propor/FernandesSM10,
  author = "Fernandes, Eraldo R. and dos Santos, C{\'{\i}}cero Nogueira and Milidi{\'{u}}, Ruy Luiz",
  editor = "Pardo, Thiago Alexandre Salgueiro and Branco, Ant{\'{o}}nio and Klautau, Aldebaro and Vieira, Renata and de Lima, Vera L{\'{u}}cia Strube",
  title = "A Machine Learning Approach to Portuguese Clause Identification",
  booktitle = "Computational Processing of the Portuguese Language, 9th International Conference, {PROPOR} 2010, Porto Alegre, RS, Brazil, April 27-30, 2010. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "6001",
  pages = "55--64",
  publisher = "Springer",
  year = "2010",
  url = "https://doi.org/10.1007/978-3-642-12320-7\\_8",
  doi = "10.1007/978-3-642-12320-7\\_8",
  timestamp = "Tue, 14 May 2019 10:00:51 +0200",
  biburl = "https://dblp.org/rec/conf/propor/FernandesSM10.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2009

• E. Colepícolo, E. T. Matsubara, A. E. J. Falc{\textasciitilde {a}}o, and I. T. Pisa, “Uso da ferramenta pretext para mineraç\\textasciitilde ao de textos extraídos do NCBI para estudo epistemológico da informática em saúde,” RITA, vol. 16, iss. 1, p. 9–24, 2009.
  [Bibtex]

  @article{DBLP:journals/rita/ColepicoloMFP09,
  author = "Colep{\'{\i}}colo, Eliane and Matsubara, Edson Takashi and Falc{\\textasciitilde {a}}o, Alex Esteves Jaccoud and Pisa, Ivan Torres",
  title = "Uso da ferramenta PreText para minera{\c{c}}{\\textasciitilde {a}}o de textos extra{\'{\i}}dos do {NCBI} para estudo epistemol{\'{o}}gico da Inform{\'{a}}tica em Sa{\'{u}}de",
  journal = "{RITA}",
  volume = "16",
  number = "1",
  pages = "9--24",
  year = "2009",
  url = "https://doi.org/10.22456/2175-2745.11467",
  doi = "10.22456/2175-2745.11467",
  timestamp = "Mon, 03 Feb 2020 00:00:00 +0100",
  biburl = "https://dblp.org/rec/journals/rita/ColepicoloMFP09.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2008

• E. T. Matsubara, “Relations among rankings, ROC analysis and calibration applied to machine learning,” PhD Thesis, 2008.
  [Bibtex]

  @phdthesis{DBLP:phd/ndltd/Matsubara08,
  author = "Matsubara, Edson Takashi",
  title = "Relations among rankings, {ROC} analysis and calibration applied to machine learning",
  school = "University of S{\\textasciitilde {a}}o Paulo, Brazil",
  year = "2008",
  url = "http://www.teses.usp.br/teses/disponiveis/55/55134/tde-04032009-114050/",
  timestamp = "Sun, 06 Aug 2017 01:00:00 +0200",
  biburl = "https://dblp.org/rec/phd/ndltd/Matsubara08.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. T. Matsubara, R. C. Prati, G. E. A. P. A. Batista, and M. C. Monard, “Missing value imputation using a semi-supervised rank aggregation approach,” in Advances in artificial intelligence – SBIA 2008, 19th brazilian symposium on artificial intelligence, savador, brazil, october 26-30, 2008. proceedings, 2008, p. 217–226.
  [Bibtex]

  @inproceedings{DBLP:conf/sbia/MatsubaraPBM08,
  author = "Matsubara, Edson Takashi and Prati, Ronaldo C. and Batista, Gustavo E. A. P. A. and Monard, Maria Carolina",
  editor = "Zaverucha, Gerson and da Costa, Augusto Cesar Pinto Loureiro",
  title = "Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach",
  booktitle = "Advances in Artificial Intelligence - {SBIA} 2008, 19th Brazilian Symposium on Artificial Intelligence, Savador, Brazil, October 26-30, 2008. Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "5249",
  pages = "217--226",
  publisher = "Springer",
  year = "2008",
  url = "https://doi.org/10.1007/978-3-540-88190-2\\_27",
  doi = "10.1007/978-3-540-88190-2\\_27",
  timestamp = "Tue, 14 May 2019 10:00:51 +0200",
  biburl = "https://dblp.org/rec/conf/sbia/MatsubaraPBM08.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2007

• W. N. Gonçalves, J. de Andrade Silva, B. B. Machado, H. Pistori, and A. S. de Souza, “Hidden markov models applied to snakes behavior identification,” in Advances in image and video technology, second pacific rim symposium, PSIVT 2007, santiago, chile, december 17-19, 2007, proceedings, 2007, p. 777–787.
  [Bibtex]

  @inproceedings{DBLP:conf/psivt/GoncalvesSMPS07,
  author = "Gon{\c{c}}alves, Wesley Nunes and de Andrade Silva, Jonathan and Machado, Bruno Brandoli and Pistori, Hemerson and de Souza, Albert Schiaveto",
  editor = "Mery, Domingo and Rueda, Luis",
  title = "Hidden Markov Models Applied to Snakes Behavior Identification",
  booktitle = "Advances in Image and Video Technology, Second Pacific Rim Symposium, {PSIVT} 2007, Santiago, Chile, December 17-19, 2007, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "4872",
  pages = "777--787",
  publisher = "Springer",
  year = "2007",
  url = "https://doi.org/10.1007/978-3-540-77129-6\\_66",
  doi = "10.1007/978-3-540-77129-6\\_66",
  timestamp = "Thu, 09 Mar 2023 16:07:50 +0100",
  biburl = "https://dblp.org/rec/conf/psivt/GoncalvesSMPS07.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• W. N. Gonçalves, J. B. O. {a}}o. Monteiro, J. de Andrade Silva, B. B. Machado, H. Pistori, and V. Odakura, “Multiple mice tracking using a combination of particle filter and k-means,” in SIBGRAPI 2007, proceedings of the XX brazilian symposium on computer graphics and image processing, belo horizonte, brazil, 7-10 october 2007, 2007, p. 173–178.
  [Bibtex]

  @inproceedings{DBLP:conf/sibgrapi/GoncalvesMSMPO07,
  author = "Gon{\c{c}}alves, Wesley Nunes and Monteiro, Jo{\\textasciitilde {a}}o Bosco Oliveira and de Andrade Silva, Jonathan and Machado, Bruno Brandoli and Pistori, Hemerson and Odakura, Valguima",
  title = "Multiple Mice Tracking using a Combination of Particle Filter and K-Means",
  booktitle = "{SIBGRAPI} 2007, Proceedings of the {XX} Brazilian Symposium on Computer Graphics and Image Processing, Belo Horizonte, Brazil, 7-10 October 2007",
  pages = "173--178",
  publisher = "{IEEE} Computer Society",
  year = "2007",
  url = "https://doi.org/10.1109/SIBGRAPI.2007.39",
  doi = "10.1109/SIBGRAPI.2007.39",
  timestamp = "Fri, 24 Mar 2023 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/sibgrapi/GoncalvesMSMPO07.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. A. Flach and E. T. Matsubara, “A simple lexicographic ranker and probability estimator,” in Machine learning: ECML 2007, 18th european conference on machine learning, warsaw, poland, september 17-21, 2007, proceedings, 2007, p. 575–582.
  [Bibtex]

  @inproceedings{DBLP:conf/ecml/FlachM07,
  author = "Flach, Peter A. and Matsubara, Edson Takashi",
  editor = "Kok, Joost N. and Koronacki, Jacek and de M{\'{a}}ntaras, Ram{\'{o}}n L{\'{o}}pez and Matwin, Stan and Mladenic, Dunja and Skowron, Andrzej",
  title = "A Simple Lexicographic Ranker and Probability Estimator",
  booktitle = "Machine Learning: {ECML} 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "4701",
  pages = "575--582",
  publisher = "Springer",
  year = "2007",
  url = "https://doi.org/10.1007/978-3-540-74958-5\\_55",
  doi = "10.1007/978-3-540-74958-5\\_55",
  timestamp = "Tue, 14 May 2019 10:00:54 +0200",
  biburl = "https://dblp.org/rec/conf/ecml/FlachM07.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• P. A. Flach and E. T. Matsubara, “On classification, ranking, and probability estimation,” in Probabilistic, logical and relational learning – A further synthesis, 15.04. – 20.04.2007, 2007.
  [Bibtex]

  @inproceedings{DBLP:conf/dagstuhl/FlachM07,
  author = "Flach, Peter A. and Matsubara, Edson Takashi",
  editor = "Raedt, Luc De and Dietterich, Thomas G. and Getoor, Lise and Kersting, Kristian and Muggleton, Stephen H.",
  title = "On classification, ranking, and probability estimation",
  booktitle = "Probabilistic, Logical and Relational Learning - {A} Further Synthesis, 15.04. - 20.04.2007",
  series = "Dagstuhl Seminar Proceedings",
  volume = "07161",
  publisher = "Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany",
  year = "2007",
  url = "http://drops.dagstuhl.de/opus/volltexte/2008/1382",
  timestamp = "Sat, 30 Apr 2022 12:43:31 +0200",
  biburl = "https://dblp.org/rec/conf/dagstuhl/FlachM07.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• B. M. Nogueira, T. R. A. Santos, and L. E. Zárate, “Comparison of classifiers efficiency on missing values recovering: application in a marketing database with massive missing data,” in Proceedings of the IEEE symposium on computational intelligence and data mining, CIDM 2007, part of the IEEE symposium series on computational intelligence 2007, honolulu, hawaii, usa, 1-5 april 2007, 2007, p. 66–72.
  [Bibtex]

  @inproceedings{DBLP:conf/cidm/NogueiraSZ07,
  author = "Nogueira, Bruno M. and Santos, Tadeu R. A. and Z{\'{a}}rate, Luis E.",
  title = "Comparison of Classifiers Efficiency on Missing Values Recovering: Application in a Marketing Database with Massive Missing Data",
  booktitle = "Proceedings of the {IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM} 2007, part of the {IEEE} Symposium Series on Computational Intelligence 2007, Honolulu, Hawaii, USA, 1-5 April 2007",
  pages = "66--72",
  publisher = "{IEEE}",
  year = "2007",
  url = "https://doi.org/10.1109/CIDM.2007.368854",
  doi = "10.1109/CIDM.2007.368854",
  timestamp = "Fri, 14 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/cidm/NogueiraSZ07.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2006

• E. T. Matsubara, M. C. Monard, and R. C. Prati, “On the class distribution labelling step sensitivity of CO-TRAINING,” in Artificial intelligence in theory and practice, IFIP 19th world computer congress, TC 12: IFIP AI 2006 stream, august 21-24, 2006, santiago, chile, 2006, p. 199–208.
  [Bibtex]

  @inproceedings{DBLP:conf/ifip12/MatsubaraMP06,
  author = "Matsubara, Edson Takashi and Monard, Maria Carolina and Prati, Ronaldo C.",
  editor = "Bramer, Max",
  title = "On the Class Distribution Labelling Step Sensitivity of {CO-TRAINING}",
  booktitle = "Artificial Intelligence in Theory and Practice, {IFIP} 19th World Computer Congress, {TC} 12: {IFIP} {AI} 2006 Stream, August 21-24, 2006, Santiago, Chile",
  series = "{IFIP}",
  volume = "217",
  pages = "199--208",
  publisher = "Springer",
  year = "2006",
  url = "https://doi.org/10.1007/978-0-387-34747-9\\_21",
  doi = "10.1007/978-0-387-34747-9\\_21",
  timestamp = "Tue, 26 Jun 2018 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ifip12/MatsubaraMP06.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. E. Zárate, E. M. D. Pereira, L. A. R. Oliveira, V. P. Gil, T. R. A. Santos, and B. M. Nogueira, “Techniques for training sets selection in the representation of a thermosiphon system via ANN,” in Proceedings of the international joint conference on neural networks, IJCNN 2006, part of the IEEE world congress on computational intelligence, WCCI 2006, vancouver, bc, canada, 16-21 july 2006, 2006, p. 2736–2741.
  [Bibtex]

  @inproceedings{DBLP:conf/ijcnn/ZaratePOGSN06,
  author = "Z{\'{a}}rate, Luis E. and Pereira, Elizabeth Marques Duarte and Oliveira, Leonardo A. R. and Gil, Victor P. and Santos, Tadeu R. A. and Nogueira, Bruno M.",
  title = "Techniques for Training Sets Selection in the Representation of a Thermosiphon System Via {ANN}",
  booktitle = "Proceedings of the International Joint Conference on Neural Networks, {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence, {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006",
  pages = "2736--2741",
  publisher = "{IEEE}",
  year = "2006",
  url = "https://doi.org/10.1109/IJCNN.2006.247178",
  doi = "10.1109/IJCNN.2006.247178",
  timestamp = "Fri, 14 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/ijcnn/ZaratePOGSN06.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• M. A. J. Song, L. E. Zárate, S. M. Dias, A. Alvarez, B. Soares, B. M. Nogueira, R. Vimieiro, T. R. A. Santos, and N. Vieira, “SOPHIANN: A tool for extraction knowledge rules from ANN previously trained A case study,” in Proceedings of the eighteenth international conference on software engineering \\& knowledge engineering (seke’2006), san francisco, ca, usa, july 5-7, 2006, 2006, p. 631–638.
  [Bibtex]

  @inproceedings{DBLP:conf/seke/SongZDASNVSV06,
  author = "Song, Mark A. J. and Z{\'{a}}rate, Luis E. and Dias, S{\'{e}}rgio M. and Alvarez, Ana and Soares, Bruno and Nogueira, Bruno M. and Vimieiro, Renato and Santos, Tadeu R. A. and Vieira, Newton",
  editor = "Zhang, Kang and Spanoudakis, George and Visaggio, Giuseppe",
  title = "{SOPHIANN:} {A} Tool for Extraction Knowledge Rules from {ANN} Previously Trained {A} Case Study",
  booktitle = "Proceedings of the Eighteenth International Conference on Software Engineering {\\&} Knowledge Engineering (SEKE'2006), San Francisco, CA, USA, July 5-7, 2006",
  pages = "631--638",
  year = "2006",
  timestamp = "Fri, 14 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/seke/SongZDASNVSV06.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• L. E. Zárate, B. M. {. Nogueira, T. R. A. Santos, and M. A. J. Song, “Techniques for missing value recovering in imbalanced databases: application in a marketing database with massive missing data,” in Proceedings of the IEEE international conference on systems, man and cybernetics, taipei, taiwan, october 8-11, 2006, 2006, p. 2658–2664.
  [Bibtex]

  @inproceedings{DBLP:conf/smc/ZarateNSS06,
  author = "Z{\'{a}}rate, Luis E. and Nogueira, Bruno Magalh{\\textasciitilde {a}}es and Santos, Tadeu Renato Andr{\'{e}} and Song, Mark Alan Junho",
  title = "Techniques for Missing Value Recovering in Imbalanced Databases: Application in a Marketing Database with Massive Missing Data",
  booktitle = "Proceedings of the {IEEE} International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, October 8-11, 2006",
  pages = "2658--2664",
  publisher = "{IEEE}",
  year = "2006",
  url = "https://doi.org/10.1109/ICSMC.2006.385265",
  doi = "10.1109/ICSMC.2006.385265",
  timestamp = "Fri, 14 Apr 2023 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/smc/ZarateNSS06.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

2005

• E. T. Matsubara, M. C. Monard, and G. E. A. P. A. Batista, “Multi-view semi-supervised learning: an approach to obtain different views from text datasets,” in Advances in logic based intelligent systems – selected papers of LAPTEC 2005, himeji, japan, april 2-4, 2005, 2005, p. 97–104.
  [Bibtex]

  @inproceedings{DBLP:conf/laptec/MatsubaraMB05,
  author = "Matsubara, Edson Takashi and Monard, Maria Carolina and Batista, Gustavo E. A. P. A.",
  editor = "Nakamatsu, Kazumi and Abe, Jair Minoro",
  title = "Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets",
  booktitle = "Advances in Logic Based Intelligent Systems - Selected Papers of {LAPTEC} 2005, Himeji, Japan, April 2-4, 2005",
  series = "Frontiers in Artificial Intelligence and Applications",
  volume = "132",
  pages = "97--104",
  publisher = "{IOS} Press",
  year = "2005",
  url = "http://www.booksonline.iospress.nl/Content/View.aspx?piid=1046",
  timestamp = "Tue, 13 Mar 2012 00:00:00 +0100",
  biburl = "https://dblp.org/rec/conf/laptec/MatsubaraMB05.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. L. R. Fernandes and C. C. Ribeiro, “A multistart constructive heuristic for sequencing by hybridization using adaptive memory,” Electron. notes discret. math., vol. 19, p. 41–47, 2005.
  [Bibtex]

  @article{DBLP:journals/endm/FernandesR05,
  author = "Fernandes, Eraldo L. R. and Ribeiro, Celso C.",
  title = "A multistart constructive heuristic for sequencing by hybridization using adaptive memory",
  journal = "Electron. Notes Discret. Math.",
  volume = "19",
  pages = "41--47",
  year = "2005",
  url = "https://doi.org/10.1016/j.endm.2005.05.007",
  doi = "10.1016/J.ENDM.2005.05.007",
  timestamp = "Sat, 09 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/journals/endm/FernandesR05.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }

• E. L. R. Fernandes and C. C. Ribeiro, “Using an adaptive memory strategy to improve a multistart heuristic for sequencing by hybridization,” in Experimental and efficient algorithms, 4th internationalworkshop, WEA 2005, santorini island, greece, may 10-13, 2005, proceedings, 2005, p. 4–15.
  [Bibtex]

  @inproceedings{DBLP:conf/wea/FernandesR05,
  author = "Fernandes, Eraldo L. R. and Ribeiro, Celso C.",
  editor = "Nikoletseas, Sotiris E.",
  title = "Using an Adaptive Memory Strategy to Improve a Multistart Heuristic for Sequencing by Hybridization",
  booktitle = "Experimental and Efficient Algorithms, 4th InternationalWorkshop, {WEA} 2005, Santorini Island, Greece, May 10-13, 2005, Proceedings",
  series = "Lecture Notes in Computer Science",
  volume = "3503",
  pages = "4--15",
  publisher = "Springer",
  year = "2005",
  url = "https://doi.org/10.1007/11427186\\_2",
  doi = "10.1007/11427186\\_2",
  timestamp = "Sat, 09 Apr 2022 01:00:00 +0200",
  biburl = "https://dblp.org/rec/conf/wea/FernandesR05.bib",
  bibsource = "dblp computer science bibliography, https://dblp.org"
  }