BibTeX records: Elaine Ribeiro de Faria

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@article{DBLP:journals/asc/CostaFSGC23,
  author       = {Joel D. Costa and
                  Elaine R. Faria and
                  Jonathan de Andrade Silva and
                  Jo{\~{a}}o Gama and
                  Ricardo Cerri},
  title        = {Novelty detection for multi-label stream classification under extreme
                  verification latency},
  journal      = {Appl. Soft Comput.},
  volume       = {141},
  pages        = {110265},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.asoc.2023.110265},
  doi          = {10.1016/J.ASOC.2023.110265},
  timestamp    = {Fri, 02 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/CostaFSGC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/OlimpioCMF23,
  author       = {Gilberto Olimpio and
                  L{\'{a}}saro J. Camargos and
                  Rodrigo Sanches Miani and
                  Elaine Ribeiro de Faria},
  title        = {Model update for intrusion detection: Analyzing the performance of
                  delayed labeling and active learning strategies},
  journal      = {Comput. Secur.},
  volume       = {134},
  pages        = {103451},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.cose.2023.103451},
  doi          = {10.1016/J.COSE.2023.103451},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/compsec/OlimpioCMF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LimaSFB22,
  author       = {Mateus Curcino de Lima and
                  Yan Stivaletti e Souza and
                  Elaine R. Faria and
                  Maria Camila Nardini Barioni},
  title        = {A comprehensive analysis of the diverse aspects inherent to image
                  data stream classification},
  journal      = {Knowl. Inf. Syst.},
  volume       = {64},
  number       = {8},
  pages        = {2215--2238},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10115-022-01717-1},
  doi          = {10.1007/S10115-022-01717-1},
  timestamp    = {Fri, 12 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/LimaSFB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CerriFG22,
  author       = {Ricardo Cerri and
                  Elaine R. Faria and
                  Jo{\~{a}}o Gama},
  editor       = {M. Arif Wani and
                  Mehmed M. Kantardzic and
                  Vasile Palade and
                  Daniel Neagu and
                  Longzhi Yang and
                  Kit Yan Chan},
  title        = {An Algorithm Adaptation Method for Multi-Label Stream Classification
                  using Self-Organizing Maps},
  booktitle    = {21st {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
  pages        = {1071--1076},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICMLA55696.2022.00276},
  doi          = {10.1109/ICMLA55696.2022.00276},
  timestamp    = {Wed, 29 Mar 2023 19:23:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/CerriFG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/PoncianoLRFT22,
  author       = {Jean R. Ponciano and
                  Claudio D. G. Linhares and
                  Luis E. C. Rocha and
                  Elaine R. Faria and
                  Bruno A. N. Traven{\c{c}}olo},
  editor       = {Jiman Hong and
                  Miroslav Bures and
                  Juw Won Park and
                  Tom{\'{a}}s Cern{\'{y}}},
  title        = {Combining clutter reduction methods for temporal network visualization},
  booktitle    = {{SAC} '22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
                  Event, April 25 - 29, 2022},
  pages        = {1748--1755},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3477314.3507018},
  doi          = {10.1145/3477314.3507018},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/PoncianoLRFT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/LimaFB22,
  author       = {Mateus Curcino de Lima and
                  Elaine R. Faria and
                  Maria Camila Nardini Barioni},
  title        = {HubISC: um novo algoritmo baseado em hubness para a classifica{\c{c}}{\~{a}}o
                  de fluxo de dados de imagens},
  booktitle    = {Proceedings of the 37th Brazilian Symposium on Databases, {SBBD} 2022,
                  Buzios, Brazil, September 19-23, 2022},
  pages        = {138--150},
  publisher    = {{SBC}},
  year         = {2022},
  url          = {https://doi.org/10.5753/sbbd.2022.224318},
  doi          = {10.5753/SBBD.2022.224318},
  timestamp    = {Wed, 25 Oct 2023 14:04:33 +0200},
  biburl       = {https://dblp.org/rec/conf/sbbd/LimaFB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/MartinsABJF22,
  author       = {Lara Mondini Martins and
                  C{\'{a}}ssio De Alcantara and
                  Maria Camila Nardini Barioni and
                  Luiz Carlos De Oliveira J{\'{u}}nior and
                  Elaine Ribeiro de Faria},
  editor       = {Thiago Henrique Silva and
                  Leyza Baldo Dorini and
                  Jussara M. Almeida and
                  Humberto Torres Marques{-}Neto},
  title        = {A method for analysis of human temperament in contrast to social network
                  data},
  booktitle    = {WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba,
                  Brazil, November 7 - 11, 2022},
  pages        = {19--27},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3539637.3556994},
  doi          = {10.1145/3539637.3556994},
  timestamp    = {Thu, 29 Sep 2022 14:46:20 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/MartinsABJF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/PoncianoLFT21,
  author       = {Jean R. Ponciano and
                  Claudio D. G. Linhares and
                  Elaine R. Faria and
                  Bruno A. N. Traven{\c{c}}olo},
  title        = {An online and nonuniform timeslicing method for network visualisation},
  journal      = {Comput. Graph.},
  volume       = {97},
  pages        = {170--182},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.cag.2021.04.006},
  doi          = {10.1016/J.CAG.2021.04.006},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cg/PoncianoLFT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PoncianoLRFT21,
  author       = {Jean R. Ponciano and
                  Claudio D. G. Linhares and
                  Luis E. C. Rocha and
                  Elaine R. Faria and
                  Bruno A. N. Traven{\c{c}}olo},
  title        = {A streaming edge sampling method for network visualization},
  journal      = {Knowl. Inf. Syst.},
  volume       = {63},
  number       = {7},
  pages        = {1717--1743},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10115-021-01571-7},
  doi          = {10.1007/S10115-021-01571-7},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kais/PoncianoLRFT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/LimaAFB21,
  author       = {Mateus Curcino de Lima and
                  Alex J. S. de Abreu and
                  Elaine R. Faria and
                  Maria Camila Nardini Barioni},
  editor       = {Jo{\~{a}}o Manuel R. S. Tavares and
                  Jo{\~{a}}o Paulo Papa and
                  Manuel Gonz{\'{a}}lez Hidalgo},
  title        = {Evaluating the Construction of Feature Descriptors in the Performance
                  of the Image Data Stream Classification},
  booktitle    = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
                  and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,
                  Portugal, May 10-13, 2021, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12702},
  pages        = {327--339},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93420-0\_31},
  doi          = {10.1007/978-3-030-93420-0\_31},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ciarp/LimaAFB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egovis/RicciFMG21,
  author       = {Rafael D. Ricci and
                  Elaine R. Faria and
                  Rodrigo Sanches Miani and
                  Paulo Henrique Ribeiro Gabriel},
  editor       = {Andrea K{\"{o}} and
                  Enrico Francesconi and
                  Gabriele Kotsis and
                  A Min Tjoa and
                  Ismail Khalil},
  title        = {Social Security Reform in Brazil: {A} Twitter Sentiment Analysis},
  booktitle    = {Electronic Government and the Information Systems Perspective - 10th
                  International Conference, {EGOVIS} 2021, Virtual Event, September
                  27-30, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12926},
  pages        = {143--154},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86611-2\_11},
  doi          = {10.1007/978-3-030-86611-2\_11},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/egovis/RicciFMG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/OlimpioSCMF21,
  author       = {Gilberto Olimpio and
                  Pedro F. C. Silva and
                  L{\'{a}}saro J. Camargos and
                  Rodrigo Sanches Miani and
                  Elaine Ribeiro de Faria},
  title        = {Intrusion Detection over Network Packets using Data Stream Classification
                  Algorithms},
  booktitle    = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
  pages        = {985--990},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICTAI52525.2021.00157},
  doi          = {10.1109/ICTAI52525.2021.00157},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ictai/OlimpioSCMF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CerriJF021,
  author       = {Ricardo Cerri and
                  Joel David Costa J{\'{u}}nior and
                  Elaine R. Faria and
                  Jo{\~{a}}o Gama},
  editor       = {Chih{-}Cheng Hung and
                  Jiman Hong and
                  Alessio Bechini and
                  Eunjee Song},
  title        = {A new self-organizing map based algorithm for multi-label stream classification},
  booktitle    = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
                  Event, Republic of Korea, March 22-26, 2021},
  pages        = {418--426},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3412841.3441922},
  doi          = {10.1145/3412841.3441922},
  timestamp    = {Fri, 19 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/CerriJF021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbsi/CorreaF21,
  author       = {Isabella Tann{\'{u}}s Corr{\^{e}}a and
                  Elaine Ribeiro de Faria},
  editor       = {Rafael D. Ara{\'{u}}jo and
                  Fabiano A. Dor{\c{c}}a and
                  Renata Mendes de Araujo and
                  Sean W. M. Siqueira and
                  Awdren L. Font{\~{a}}o},
  title        = {An analysis of violence against women based on victims' reports},
  booktitle    = {{SBSI} 2021: {XVII} Brazilian Symposium on Information Systems, Uberl{\^{a}}ndia,
                  Brazil, June 7 - 10, 2021},
  pages        = {35:1--35:8},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3466933.3466968},
  doi          = {10.1145/3466933.3466968},
  timestamp    = {Sun, 12 Feb 2023 17:34:48 +0100},
  biburl       = {https://dblp.org/rec/conf/sbsi/CorreaF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/BraynerHP20,
  author       = {Angelo Brayner and
                  Maristela Holanda and
                  Elaine Ribeiro de Faria Paiva},
  title        = {Editorial},
  journal      = {J. Inf. Data Manag.},
  volume       = {11},
  number       = {1},
  year         = {2020},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1830},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/BraynerHP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/RibeiroPM20,
  author       = {Guilherme Henrique Ribeiro and
                  Elaine Ribeiro de Faria Paiva and
                  Rodrigo Sanches Miani},
  editor       = {Melanie Volkamer and
                  Christian Wressnegger},
  title        = {A comparison of stream mining algorithms on botnet detection},
  booktitle    = {{ARES} 2020: The 15th International Conference on Availability, Reliability
                  and Security, Virtual Event, Ireland, August 25-28, 2020},
  pages        = {62:1--62:10},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3407023.3407053},
  doi          = {10.1145/3407023.3407053},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEares/RibeiroPM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/JuniorJF20,
  author       = {Eldane Vieira Junior and
                  Rita Maria da Silva Julia and
                  Elaine Ribeiro de Faria},
  editor       = {Ana Paula Rocha and
                  Luc Steels and
                  H. Jaap van den Herik},
  title        = {Adapting the Markov Chain based Algorithm M-DBScan to Detect Opponents'
                  Strategy Changes in the Dynamic Scenario of a StarCraft Player Agent},
  booktitle    = {Proceedings of the 12th International Conference on Agents and Artificial
                  Intelligence, {ICAART} 2020, Volume 2, Valletta, Malta, February 22-24,
                  2020},
  pages        = {214--223},
  publisher    = {{SCITEPRESS}},
  year         = {2020},
  url          = {https://doi.org/10.5220/0008985802140223},
  doi          = {10.5220/0008985802140223},
  timestamp    = {Tue, 06 Jun 2023 14:58:01 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/JuniorJF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LimaBFR20,
  author       = {Mateus Curcino de Lima and
                  Maria Camila Nardini Barioni and
                  Elaine R. Faria and
                  Humberto Luiz Razente},
  editor       = {M. Arif Wani and
                  Feng Luo and
                  Xiaolin Andy Li and
                  Dejing Dou and
                  Francesco Bonchi},
  title        = {EVISClass: a new evaluation method for image data stream classifiers},
  booktitle    = {19th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
  pages        = {399--406},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICMLA51294.2020.00070},
  doi          = {10.1109/ICMLA51294.2020.00070},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/LimaBFR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09397,
  author       = {Ricardo Cerri and
                  Joel David Costa J{\'{u}}nior and
                  Elaine Ribeiro de Faria Paiva and
                  Jo{\~{a}}o Manuel Portela da Gama},
  title        = {Multi-label Stream Classification with Self-Organizing Maps},
  journal      = {CoRR},
  volume       = {abs/2004.09397},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.09397},
  eprinttype    = {arXiv},
  eprint       = {2004.09397},
  timestamp    = {Wed, 22 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-09397.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11422,
  author       = {Jean R. Ponciano and
                  Claudio D. G. Linhares and
                  Elaine R. Faria and
                  Bruno Augusto Nassif Traven{\c{c}}olo},
  title        = {An Online and Nonuniform Timeslicing Method for Network Visualisation},
  journal      = {CoRR},
  volume       = {abs/2009.11422},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.11422},
  eprinttype    = {arXiv},
  eprint       = {2009.11422},
  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-11422.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03113,
  author       = {Daniel Alves de Sousa and
                  Elaine Ribeiro de Faria and
                  Rodrigo Sanches Miani},
  title        = {Evaluating the Performance of Twitter-based Exploit Detectors},
  journal      = {CoRR},
  volume       = {abs/2011.03113},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.03113},
  eprinttype    = {arXiv},
  eprint       = {2011.03113},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-03113.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/JuniorFSGC19,
  author       = {Joel D. Costa J{\'{u}}nior and
                  Elaine Ribeiro de Faria and
                  Jonathan de Andrade Silva and
                  Jo{\~{a}}o Gama and
                  Ricardo Cerri},
  title        = {Novelty Detection for Multi-Label Stream Classification},
  booktitle    = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
                  Brazil, October 15-18, 2019},
  pages        = {144--149},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BRACIS.2019.00034},
  doi          = {10.1109/BRACIS.2019.00034},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bracis/JuniorFSGC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/GarciaFSMACK19,
  author       = {Kemilly Dearo Garcia and
                  Elaine Ribeiro de Faria and
                  Cl{\'{a}}udio Rebelo de S{\'{a}} and
                  Jo{\~{a}}o Mendes{-}Moreira and
                  Charu C. Aggarwal and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Joost N. Kok},
  editor       = {Petra Kralj Novak and
                  Tomislav Smuc and
                  Saso Dzeroski},
  title        = {Ensemble Clustering for Novelty Detection in Data Streams},
  booktitle    = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
                  Croatia, October 28-30, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11828},
  pages        = {460--470},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-33778-0\_34},
  doi          = {10.1007/978-3-030-33778-0\_34},
  timestamp    = {Wed, 29 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/GarciaFSMACK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/NetoJPCJPJMBA19,
  author       = {Henrique de Castro Neto and
                  Rita Maria da Silva Julia and
                  Elaine Ribeiro de Faria Paiva and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
                  Anisio Pereira Santos Junior and
                  Diansley Raphael Santos Peres and
                  Etienne Silva Julia and
                  Jony Teixeira de Melo and
                  Umberto Maia Barcelos and
                  Josiane Esteves de Assis},
  editor       = {Paulo Moura Oliveira and
                  Paulo Novais and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Improving the {AHT} in Telecommunication Companies by Automatic Modeling
                  of Call Center Service},
  booktitle    = {Progress in Artificial Intelligence, 19th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11805},
  pages        = {96--107},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-30244-3\_9},
  doi          = {10.1007/978-3-030-30244-3\_9},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/NetoJPCJPJMBA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/PereiraCACFJBM19,
  author       = {Fab{\'{\i}}ola S. F. Pereira and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Rafael Assis and
                  Maxley Costa and
                  Elaine R. Faria and
                  Rita Maria da Silva Julia and
                  Umberto Barcelos and
                  Jony Melo},
  editor       = {Paulo Moura Oliveira and
                  Paulo Novais and
                  Lu{\'{\i}}s Paulo Reis},
  title        = {Feature-Based Time Series Classification for Service Request Opening
                  Prediction in the Telecom Industry},
  booktitle    = {Progress in Artificial Intelligence, 19th {EPIA} Conference on Artificial
                  Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11805},
  pages        = {120--132},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-30244-3\_11},
  doi          = {10.1007/978-3-030-30244-3\_11},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/epia/PereiraCACFJBM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/OliveiraAFSVGRM19,
  author       = {Alexandre J. Oliveira and
                  Gleice A. de Assis and
                  Elaine R. Faria and
                  Jefferson R. Souza and
                  Kelen Cristiane Teixeira Vivaldini and
                  Vitor Guizilini and
                  Fabio Ramos and
                  Caio C{\'{e}}sar Teodoro Mendes and
                  Denis F. Wolf},
  title        = {Analysis of nematodes in coffee crops at different altitudes using
                  aerial images},
  booktitle    = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a,
                  Spain, September 2-6, 2019},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.23919/EUSIPCO.2019.8902734},
  doi          = {10.23919/EUSIPCO.2019.8902734},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/OliveiraAFSVGRM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvs/OliveiraAGFS19,
  author       = {Alexandre J. Oliveira and
                  Gleice A. de Assis and
                  Vitor Guizilini and
                  Elaine R. Faria and
                  Jefferson R. Souza},
  editor       = {Dimitrios Tzovaras and
                  Dimitrios Giakoumis and
                  Markus Vincze and
                  Antonis A. Argyros},
  title        = {Segmenting and Detecting Nematode in Coffee Crops Using Aerial Images},
  booktitle    = {Computer Vision Systems, 12th International Conference, {ICVS} 2019,
                  Thessaloniki, Greece, September 23-25, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11754},
  pages        = {274--283},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-34995-0\_25},
  doi          = {10.1007/978-3-030-34995-0\_25},
  timestamp    = {Wed, 27 Nov 2019 09:42:33 +0100},
  biburl       = {https://dblp.org/rec/conf/icvs/OliveiraAGFS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JuniorFSGC19,
  author       = {Joel D. Costa J{\'{u}}nior and
                  Elaine R. Faria and
                  Jonathan de Andrade Silva and
                  Jo{\~{a}}o Gama and
                  Ricardo Cerri},
  title        = {Pruned Sets for Multi-Label Stream Classification without True Labels},
  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.2019.8851788},
  doi          = {10.1109/IJCNN.2019.8851788},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/JuniorFSGC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/CassalesSFB19,
  author       = {Guilherme Weigert Cassales and
                  Hermes Senger and
                  Elaine Ribeiro de Faria and
                  Albert Bifet},
  title        = {IDSA-IoT: An Intrusion Detection System Architecture for IoT Networks},
  booktitle    = {2019 {IEEE} Symposium on Computers and Communications, {ISCC} 2019,
                  Barcelona, Spain, June 29 - July 3, 2019},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ISCC47284.2019.8969609},
  doi          = {10.1109/ISCC47284.2019.8969609},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscc/CassalesSFB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/VieiraJF19,
  author       = {Eldane Vieira Junior and
                  Rita Maria da Silva Julia and
                  Elaine Ribeiro de Faria},
  editor       = {Petra Perner},
  title        = {Mining Data Stream to Detect Behavior Change in a Real-Time Strategy
                  Game},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, 15th International
                  Conference on Machine Learning and Data Mining, {MLDM} 2019, New York,
                  NY, USA, July 20-25, 2019, Proceedings, Volume {I}},
  pages        = {146--160},
  publisher    = {ibai Publishing},
  year         = {2019},
  timestamp    = {Sat, 21 Aug 2021 13:54:13 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/VieiraJF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CandidoSFN18,
  author       = {Paulo G. L. Candido and
                  Jonathan de Andrade Silva and
                  Elaine R. Faria and
                  Murilo Coelho Naldi},
  title        = {Scalable Batch Stream Clustering with k Estimation},
  booktitle    = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
                  de Janeiro, Brazil, July 8-13, 2018},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/CEC.2018.8477668},
  doi          = {10.1109/CEC.2018.8477668},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cec/CandidoSFN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbsi/GiacomelliF18,
  author       = {Daniela Giacomelli and
                  Elaine Ribeiro de Faria},
  editor       = {Clodis Boscarioli and
                  Carlos Alberto Costa and
                  Scheila de Avila e Silva and
                  Daniel Luis Notari},
  title        = {Study and Characterization of the Main Tools for Human Activity Recognition
                  using Accelerometer Sensors},
  booktitle    = {Proceedings of the {XIV} Brazilian Symposium on Information Systems,
                  {SBSI} 2018, Caxias do Sul, Brazil, June 04-08, 2018},
  pages        = {37:1--37:8},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3229345.3229385},
  doi          = {10.1145/3229345.3229385},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sbsi/GiacomelliF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbsi/CamargoFZM18,
  author       = {Carla O. Camargo and
                  Elaine R. Faria and
                  Bruno Bogaz Zarpel{\~{a}}o and
                  Rodrigo Sanches Miani},
  editor       = {Clodis Boscarioli and
                  Carlos Alberto Costa and
                  Scheila de Avila e Silva and
                  Daniel Luis Notari},
  title        = {Qualitative evaluation of denial of service datasets},
  booktitle    = {Proceedings of the {XIV} Brazilian Symposium on Information Systems,
                  {SBSI} 2018, Caxias do Sul, Brazil, June 04-08, 2018},
  pages        = {46:1--46:8},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3229345.3229394},
  doi          = {10.1145/3229345.3229394},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sbsi/CamargoFZM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/PereiraPN17,
  author       = {Mariana Alves Pereira and
                  Elaine Ribeiro de Faria Paiva and
                  Murilo Coelho Naldi},
  title        = {Online Detection of Outliers in Clusters of Continuous Data Streaming},
  booktitle    = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
                  Brazil, October 2-5, 2017},
  pages        = {324--329},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BRACIS.2017.54},
  doi          = {10.1109/BRACIS.2017.54},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/PereiraPN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/CandidoNSF17,
  author       = {Paulo G. L. Candido and
                  Murilo Coelho Naldi and
                  Jonathan de Andrade Silva and
                  Elaine R. Faria},
  title        = {Scalable Data Stream Clustering with k Estimation},
  booktitle    = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
                  Brazil, October 2-5, 2017},
  pages        = {336--341},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/BRACIS.2017.53},
  doi          = {10.1109/BRACIS.2017.53},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/CandidoNSF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbbd/AlvesBF17,
  author       = {Guilherme Alves and
                  Maria Camila Nardini Barioni and
                  Elaine R. Faria},
  editor       = {Carmem S. Hara},
  title        = {A Framework for Online Clustering Based on Evolving Semi-Supervision},
  booktitle    = {{XXXII} Simp{\'{o}}sio Brasileiro de Banco de Dados, Uberlandia,
                  MG, Brazil, October 4-7, 2017},
  pages        = {16--27},
  publisher    = {{SBC}},
  year         = {2017},
  url          = {http://sbbd.org.br/2017/wp-content/uploads/sites/3/2018/02/p016-027.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sbbd/AlvesBF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/FariaGCG16,
  author       = {Elaine R. Faria and
                  Isabel J. C. R. Gon{\c{c}}alves and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Jo{\~{a}}o Gama},
  title        = {Novelty detection in data streams},
  journal      = {Artif. Intell. Rev.},
  volume       = {45},
  number       = {2},
  pages        = {235--269},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10462-015-9444-8},
  doi          = {10.1007/S10462-015-9444-8},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/air/FariaGCG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/FariaCG16,
  author       = {Elaine Ribeiro de Faria and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
                  Jo{\~{a}}o Gama},
  title        = {{MINAS:} multiclass learning algorithm for novelty detection in data
                  streams},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {30},
  number       = {3},
  pages        = {640--680},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10618-015-0433-y},
  doi          = {10.1007/S10618-015-0433-Y},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/FariaCG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FariaGGC15,
  author       = {Elaine Ribeiro de Faria and
                  Isabel Ribeiro Gon{\c{c}}alves and
                  Jo{\~{a}}o Gama and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
  title        = {Evaluation of Multiclass Novelty Detection Algorithms for Data Streams},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {27},
  number       = {11},
  pages        = {2961--2973},
  year         = {2015},
  url          = {https://doi.org/10.1109/TKDE.2015.2441713},
  doi          = {10.1109/TKDE.2015.2441713},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/FariaGGC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/NogueiraMFG15,
  author       = {Emilia Alves Nogueira and
                  Ernani Viriato de Melo and
                  Elaine Ribeiro de Faria and
                  Denise Guliato},
  editor       = {Marco Ant{\^{o}}nio Pinheiro de Cristo and
                  David Fernandes de Oliveira and
                  Adriano C{\'{e}}sar Machado Pereira and
                  Fabr{\'{\i}}cio Benevenuto and
                  Marcelo F. Moreno and
                  Valter Roesler},
  title        = {{IKB-MS:} {A} Collaborative Filtering Approach Associated with Human
                  Visual Attention for Clothing Recommendation},
  booktitle    = {Proceedings of the 21st Brazilian Symposium on Multimedia and the
                  Web, WebMedia 2015, Manaus, Brazil, October 27-30, 2015},
  pages        = {149--156},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2820426.2820430},
  doi          = {10.1145/2820426.2820430},
  timestamp    = {Tue, 18 Dec 2018 06:32:35 +0100},
  biburl       = {https://dblp.org/rec/conf/webmedia/NogueiraMFG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Paiva14,
  author       = {Elaine Ribeiro de Faria Paiva},
  title        = {Novelty detection in multiclass data streams},
  school       = {University of S{\~{a}}o Paulo, Brazil},
  year         = {2014},
  url          = {http://www.teses.usp.br/teses/disponiveis/55/55134/tde-14072014-142248/},
  timestamp    = {Mon, 21 Aug 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Paiva14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/SilvaFBHCG13,
  author       = {Jonathan de Andrade Silva and
                  Elaine R. Faria and
                  Rodrigo C. Barros and
                  Eduardo R. Hruschka and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
                  Jo{\~{a}}o Gama},
  title        = {Data stream clustering: {A} survey},
  journal      = {{ACM} Comput. Surv.},
  volume       = {46},
  number       = {1},
  pages        = {13:1--13:31},
  year         = {2013},
  url          = {https://doi.org/10.1145/2522968.2522981},
  doi          = {10.1145/2522968.2522981},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csur/SilvaFBHCG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/FariaGGC13,
  author       = {Elaine R. Faria and
                  Isabel J. C. R. Gon{\c{c}}alves and
                  Jo{\~{a}}o Gama and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {Evaluation Methodology for Multiclass Novelty Detection Algorithms},
  booktitle    = {Brazilian Conference on Intelligent Systems, {BRACIS} 2013, Fortaleza,
                  CE, Brazil, 19-24 October, 2013},
  pages        = {19--25},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/BRACIS.2013.12},
  doi          = {10.1109/BRACIS.2013.12},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/FariaGGC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/FariaGC13,
  author       = {Elaine R. Faria and
                  Jo{\~{a}}o Gama and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  editor       = {Sung Y. Shin and
                  Jos{\'{e}} Carlos Maldonado},
  title        = {Novelty detection algorithm for data streams multi-class problems},
  booktitle    = {Proceedings of the 28th Annual {ACM} Symposium on Applied Computing,
                  {SAC} '13, Coimbra, Portugal, March 18-22, 2013},
  pages        = {795--800},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2480362.2480515},
  doi          = {10.1145/2480362.2480515},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/FariaGC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/FariaBGC12,
  author       = {Elaine R. Faria and
                  Rodrigo C. Barros and
                  Jo{\~{a}}o Gama and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  editor       = {Sascha Ossowski and
                  Paola Lecca},
  title        = {Improving the offline clustering stage of data stream algorithms in
                  scenarios with variable number of clusters},
  booktitle    = {Proceedings of the {ACM} Symposium on Applied Computing, {SAC} 2012,
                  Riva, Trento, Italy, March 26-30, 2012},
  pages        = {829--830},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2245276.2245437},
  doi          = {10.1145/2245276.2245437},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/FariaBGC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/FariaGS05,
  author       = {Elaine Ribeiro de Faria and
                  Denise Guliato and
                  Jean Carlo de Sousa Santos},
  editor       = {Jo{\~{a}}o C. Setubal and
                  Sergio Verjovski{-}Almeida},
  title        = {Segmentation and Centromere Locating Methods Applied to Fish Chromosomes
                  Images},
  booktitle    = {Advances in Bioinformatics and Computational Biology, Brazilian Symposium
                  on Bioinformatics, {BSB} 2005, Sao Leopoldo, Brazil, July 27-29, 2005,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3594},
  pages        = {181--189},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11532323\_19},
  doi          = {10.1007/11532323\_19},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/wob/FariaGS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/FariaGSM04,
  author       = {Elaine Ribeiro de Faria and
                  Denise Guliato and
                  Jean Carlo de Sousa Santos and
                  Sandra Morelli},
  editor       = {Nat{\'{a}}lia Florencio Martins and
                  Maria Em{\'{\i}}lia Telles Walter and
                  Guilherme P. Telles and
                  Marcelo M. Brigido},
  title        = {Segmenta{\c{c}}{\~{a}}o de Cromossomos de Peixe Usando Conjuntos Difusos},
  booktitle    = {{III} Brazilian Workshop on Bioinformatics, October 20-22, 2004, Bras{\'{\i}}lia,
                  Distrito Federal, Brazil},
  pages        = {121--124},
  year         = {2004},
  timestamp    = {Tue, 02 Mar 2021 16:03:20 +0100},
  biburl       = {https://dblp.org/rec/conf/wob/FariaGSM04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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