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BibTeX records: Elaine Ribeiro de Faria
@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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