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BibTeX records: Sylvio Barbon Junior
@article{DBLP:journals/access/CeravoloJDA24, author = {Paolo Ceravolo and Sylvio Barbon Junior and Ernesto Damiani and Wil M. P. van der Aalst}, title = {Tuning Machine Learning to Address Process Mining Requirements}, journal = {{IEEE} Access}, volume = {12}, pages = {24583--24595}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3361650}, doi = {10.1109/ACCESS.2024.3361650}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/CeravoloJDA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aina/SouzaCJZ24, author = {Rildo Antonio de Souza and Vitor de Castro{-}Silva and Sylvio Barbon Junior and Bruno Bogaz Zarpel{\~{a}}o}, editor = {Leonard Barolli}, title = {Forecasting Malware Incident Rates in Higher Education Institutions}, booktitle = {Advanced Information Networking and Applications - Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Kitakyushu, Japan, 17-19 April, 2024, Volume 4}, series = {Lecture Notes on Data Engineering and Communications Technologies}, volume = {202}, pages = {226--237}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-3-031-57916-5\_20}, doi = {10.1007/978-3-031-57916-5\_20}, timestamp = {Mon, 15 Apr 2024 13:38:54 +0200}, biburl = {https://dblp.org/rec/conf/aina/SouzaCJZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/CastroSilvaZMB23, author = {Vitor de Castro{-}Silva and Bruno Bogaz Zarpel{\~{a}}o and Eric Medvet and Sylvio Barbon}, title = {Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework}, journal = {{IEEE} Access}, volume = {11}, pages = {120845--120856}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3326847}, doi = {10.1109/ACCESS.2023.3326847}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/CastroSilvaZMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comsis/TavaresJ23, author = {Gabriel Marques Tavares and Sylvio Barbon Junior}, title = {Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study}, journal = {Comput. Sci. Inf. Syst.}, volume = {20}, number = {3}, pages = {1207--1233}, year = {2023}, url = {https://doi.org/10.2298/csis220110005t}, doi = {10.2298/CSIS220110005T}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/comsis/TavaresJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/TavaresOBC23, author = {Gabriel M. Tavares and Rafael Seidi Oyamada and Sylvio Barbon and Paolo Ceravolo}, title = {Trace encoding in process mining: {A} survey and benchmarking}, journal = {Eng. Appl. Artif. Intell.}, volume = {126}, number = {Part {D}}, pages = {107028}, year = {2023}, url = {https://doi.org/10.1016/j.engappai.2023.107028}, doi = {10.1016/J.ENGAPPAI.2023.107028}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eaai/TavaresOBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/VitorGBBCS23, author = {Avyner Lorran O. Vitor and Alessandro Goedtel and Sylvio Barbon and Gustavo Henrique Bazan and Marcelo Favoretto Castoldi and Wesley Angelino de Souza}, title = {Induction motor short circuit diagnosis and interpretation under voltage unbalance and load variation conditions}, journal = {Expert Syst. Appl.}, volume = {224}, pages = {119998}, year = {2023}, url = {https://doi.org/10.1016/j.eswa.2023.119998}, doi = {10.1016/J.ESWA.2023.119998}, timestamp = {Mon, 06 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/VitorGBBCS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fi/SakuraiLZJ23, author = {Guilherme Yukio Sakurai and Jessica Fernandes Lopes and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon Junior}, title = {Benchmarking Change Detector Algorithms from Different Concept Drift Perspectives}, journal = {Future Internet}, volume = {15}, number = {5}, pages = {169}, year = {2023}, url = {https://doi.org/10.3390/fi15050169}, doi = {10.3390/FI15050169}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fi/SakuraiLZJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmi/AbonizioBRSMMJ23, author = {Hugo Queiroz Abonizio and Ana Paula A. C. Barbon and Renne Rodrigues and Mayara Santos and Vicente Mart{\'{\i}}nez{-}Vizca{\'{\i}}no and Arthur Eumann Mesas and Sylvio Barbon Junior}, title = {How people interact with a chatbot against disinformation and fake news in {COVID-19} in Brazil: The CoronaAI case}, journal = {Int. J. Medical Informatics}, volume = {177}, pages = {105134}, year = {2023}, url = {https://doi.org/10.1016/j.ijmedinf.2023.105134}, doi = {10.1016/J.IJMEDINF.2023.105134}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijmi/AbonizioBRSMMJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/is/OyamadaSBK23, author = {Rafael Seidi Oyamada and Larissa Capobianco Shimomura and Sylvio Barbon Jr. and Daniel S. Kaster}, title = {A meta-learning configuration framework for graph-based similarity search indexes}, journal = {Inf. Syst.}, volume = {112}, pages = {102123}, year = {2023}, url = {https://doi.org/10.1016/j.is.2022.102123}, doi = {10.1016/J.IS.2022.102123}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/is/OyamadaSBK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/MartinsCJ23, author = {Vinicius Eiji Martins and Alberto Cano and Sylvio Barbon Junior}, title = {Meta-learning for dynamic tuning of active learning on stream classification}, journal = {Pattern Recognit.}, volume = {138}, pages = {109359}, year = {2023}, url = {https://doi.org/10.1016/j.patcog.2023.109359}, doi = {10.1016/J.PATCOG.2023.109359}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/MartinsCJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/BarbonGASPP23, author = {Sylvio Barbon and Rodrigo Capobianco Guido and Gabriel Jonas Aguiar and Everton Jos{\'{e}} Santana and Mario Lemes Proen{\c{c}}a Jr. and Hemant A. Patil}, title = {Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners}, journal = {Speech Commun.}, volume = {152}, pages = {102952}, year = {2023}, url = {https://doi.org/10.1016/j.specom.2023.102952}, doi = {10.1016/J.SPECOM.2023.102952}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/BarbonGASPP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/codit/SchiaberSEAAJ23, author = {P{\^{a}}mela De S. Schiaber and Paulo Rog{\'{e}}rio Scalassara and Wagner Endo and Cristiano M. Agulhari and Leandro R. Altimari and Sylvio Barbon Junior}, title = {Spectral Characteristics Analysis of Electromyography Signals Recorded During Dynamic Contractions}, booktitle = {9th International Conference on Control, Decision and Information Technologies, CoDIT 2023, Rome, Italy, July 3-6, 2023}, pages = {1653--1658}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CoDIT58514.2023.10284130}, doi = {10.1109/CODIT58514.2023.10284130}, timestamp = {Sat, 11 Nov 2023 12:58:26 +0100}, biburl = {https://dblp.org/rec/conf/codit/SchiaberSEAAJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coopis/OyamadaTJC23, author = {Rafael Seidi Oyamada and Gabriel Marques Tavares and Sylvio Barbon Junior and Paolo Ceravolo}, editor = {Felix Mannhardt and Nour Assy}, title = {A Scikit-learn Extension Dedicated to Process Mining Purposes}, booktitle = {Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, CoopIS 2023, Groningen, The Netherlands, October 30 - November 3, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3552}, pages = {11--15}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3552/paper-3.pdf}, timestamp = {Wed, 20 Dec 2023 17:08:34 +0100}, biburl = {https://dblp.org/rec/conf/coopis/OyamadaTJC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/xai/ArrighiJPSZ23, author = {Leonardo Arrighi and Sylvio Barbon Junior and Felice Andrea Pellegrino and Michele Simonato and Marco Zullich}, editor = {Luca Longo}, title = {Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?}, booktitle = {Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {II}}, series = {Communications in Computer and Information Science}, volume = {1902}, pages = {420--432}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-44067-0\_22}, doi = {10.1007/978-3-031-44067-0\_22}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/xai/ArrighiJPSZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-02167, author = {Sylvio Barbon Jr. and Paolo Ceravolo and Rafael Seidi Oyamada and Gabriel M. Tavares}, title = {Trace Encoding in Process Mining: a survey and benchmarking}, journal = {CoRR}, volume = {abs/2301.02167}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.02167}, doi = {10.48550/ARXIV.2301.02167}, eprinttype = {arXiv}, eprint = {2301.02167}, timestamp = {Tue, 10 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-02167.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-10341, author = {Paolo Ceravolo and Sylvio Barbon Junior and Ernesto Damiani and Wil M. P. van der Aalst}, title = {Tailoring Machine Learning for Process Mining}, journal = {CoRR}, volume = {abs/2306.10341}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.10341}, doi = {10.48550/ARXIV.2306.10341}, eprinttype = {arXiv}, eprint = {2306.10341}, timestamp = {Thu, 22 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-10341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/ScarantiCJLP22, author = {Gustavo F. Scaranti and Luiz Fernando Carvalho and Sylvio Barbon Junior and Jaime Lloret and Mario Lemes Proen{\c{c}}a Jr.}, title = {Unsupervised online anomaly detection in Software Defined Network environments}, journal = {Expert Syst. Appl.}, volume = {191}, pages = {116225}, year = {2022}, url = {https://doi.org/10.1016/j.eswa.2021.116225}, doi = {10.1016/J.ESWA.2021.116225}, timestamp = {Wed, 23 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/ScarantiCJLP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/AlberghiniJ022, author = {Gavin Alberghini and Sylvio Barbon Junior and Alberto Cano}, title = {Adaptive ensemble of self-adjusting nearest neighbor subspaces for multi-label drifting data streams}, journal = {Neurocomputing}, volume = {481}, pages = {228--248}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.01.075}, doi = {10.1016/J.NEUCOM.2022.01.075}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/AlberghiniJ022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/AguiarSCJ22, author = {Gabriel Jonas Aguiar and Everton Jos{\'{e}} Santana and Andr{\'{e}} C. P. L. F. de Carvalho and Sylvio Barbon Junior}, title = {Using meta-learning for multi-target regression}, journal = {Inf. Sci.}, volume = {584}, pages = {665--684}, year = {2022}, url = {https://doi.org/10.1016/j.ins.2021.11.003}, doi = {10.1016/J.INS.2021.11.003}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/AguiarSCJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/JuniorPBCMCT22, author = {Sylvio Barbon Junior and Allan Pinto and Jo{\~{a}}o Vitor Barroso and Fabio Giuliano Caetano and Felipe Arruda Moura and Sergio Augusto Cunha and Ricardo da Silva Torres}, title = {Sport action mining: Dribbling recognition in soccer}, journal = {Multim. Tools Appl.}, volume = {81}, number = {3}, pages = {4341--4364}, year = {2022}, url = {https://doi.org/10.1007/s11042-021-11784-1}, doi = {10.1007/S11042-021-11784-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/JuniorPBCMCT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/LopesCBCVJ22, author = {Jessica Fernandes Lopes and Victor G. Turrisi da Costa and Douglas Fernandes Barbin and Luis Jam Pier Cruz{-}Tirado and Baeten Vincent and Sylvio Barbon Junior}, title = {Deep computer vision system for cocoa classification}, journal = {Multim. Tools Appl.}, volume = {81}, number = {28}, pages = {41059--41077}, year = {2022}, url = {https://doi.org/10.1007/s11042-022-13097-3}, doi = {10.1007/S11042-022-13097-3}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/LopesCBCVJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tai/AbonizioPB22, author = {Hugo Queiroz Abonizio and Emerson Cabrera Paraiso and Sylvio Barbon}, title = {Toward Text Data Augmentation for Sentiment Analysis}, journal = {{IEEE} Trans. Artif. Intell.}, volume = {3}, number = {5}, pages = {657--668}, year = {2022}, url = {https://doi.org/10.1109/TAI.2021.3114390}, doi = {10.1109/TAI.2021.3114390}, timestamp = {Sun, 13 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tai/AbonizioPB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/CeravoloTJD22, author = {Paolo Ceravolo and Gabriel Marques Tavares and Sylvio Barbon Junior and Ernesto Damiani}, title = {Evaluation Goals for Online Process Mining: {A} Concept Drift Perspective}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {15}, number = {4}, pages = {2473--2489}, year = {2022}, url = {https://doi.org/10.1109/TSC.2020.3004532}, doi = {10.1109/TSC.2020.3004532}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/CeravoloTJD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/TavaresJDC22, author = {Gabriel Marques Tavares and Sylvio Barbon Junior and Ernesto Damiani and Paolo Ceravolo}, editor = {Jo{\~{a}}o Carlos Xavier Junior and Ricardo Ara{\'{u}}jo Rios}, title = {Selecting Optimal Trace Clustering Pipelines with Meta-learning}, booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13653}, pages = {150--164}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-21686-2\_11}, doi = {10.1007/978-3-031-21686-2\_11}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/TavaresJDC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coopis/TavaresJD22, author = {Gabriel Marques Tavares and Sylvio Barbon Junior and Ernesto Damiani}, editor = {Mohamed Sellami and Paolo Ceravolo and Hajo A. Reijers and Walid Gaaloul and Herv{\'{e}} Panetto}, title = {Automating Process Discovery Through Meta-learning}, booktitle = {Cooperative Information Systems - 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4-7, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13591}, pages = {205--222}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-17834-4\_12}, doi = {10.1007/978-3-031-17834-4\_12}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/coopis/TavaresJD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/services/CeravoloTJD22, author = {Paolo Ceravolo and Gabriel Marques Tavares and Sylvio Barbon Junior and Ernesto Damiani}, editor = {Claudio Agostino Ardagna and Carl K. Chang and Rong N. Chang and Ernesto Damiani and Robert Ward and Fatos Xhafa and Jia Zhang}, title = {Evaluation Goals for Online Process Mining: a Concept Drift Perspective}, booktitle = {{IEEE} World Congress on Services, {SERVICES} 2022, Barcelona, Spain, July 10-16, 2022}, pages = {27}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SERVICES55459.2022.00040}, doi = {10.1109/SERVICES55459.2022.00040}, timestamp = {Fri, 23 Jun 2023 11:36:46 +0200}, biburl = {https://dblp.org/rec/conf/services/CeravoloTJD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@misc{DBLP:data/10/TavaresBC22, author = {Gabriel Marques Tavares and Sylvio Barbon Jr. and Paolo Ceravolo}, title = {Synthetic Event Streams}, publisher = {{IEEE} DataPort}, year = {2022}, month = may, howpublished = {\url{https://doi.org/10.21227/2kxd-m509}}, note = {Accessed on YYYY-MM-DD.}, url = {https://doi.org/10.21227/2kxd-m509}, doi = {10.21227/2KXD-M509}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/data/10/TavaresBC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/information/SantanaSZJ21, author = {Everton Jose Santana and Ricardo Petri Silva and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon Junior}, title = {Detecting and Mitigating Adversarial Examples in Regression Tasks: {A} Photovoltaic Power Generation Forecasting Case Study}, journal = {Inf.}, volume = {12}, number = {10}, pages = {394}, year = {2021}, url = {https://doi.org/10.3390/info12100394}, doi = {10.3390/INFO12100394}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/information/SantanaSZJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/SilvaZCJ21, author = {Ricardo Petri Silva and Bruno Bogaz Zarpel{\~{a}}o and Alberto Cano and Sylvio Barbon Junior}, title = {Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction}, journal = {Sensors}, volume = {21}, number = {21}, pages = {7333}, year = {2021}, url = {https://doi.org/10.3390/s21217333}, doi = {10.3390/S21217333}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/SilvaZCJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adbis/TavaresJ21, author = {Gabriel Marques Tavares and Sylvio Barbon Junior}, editor = {Ladjel Bellatreche and Marlon Dumas and Panagiotis Karras and Raimundas Matulevicius and Ahmed Awad and Matthias Weidlich and Mirjana Ivanovic and Olaf Hartig}, title = {Process Mining Encoding via Meta-learning for an Enhanced Anomaly Detection}, booktitle = {New Trends in Database and Information Systems - {ADBIS} 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1450}, pages = {157--168}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85082-1\_15}, doi = {10.1007/978-3-030-85082-1\_15}, timestamp = {Fri, 26 May 2023 07:40:33 +0200}, biburl = {https://dblp.org/rec/conf/adbis/TavaresJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/latincom/NakagawaJZ21, author = {Fernando H. Y. Nakagawa and Sylvio Barbon Junior and Bruno Bogaz Zarpel{\~{a}}o}, editor = {Ramiro Vel{\'{a}}zquez}, title = {Attack Detection in Smart Home IoT Networks using CluStream and Page-Hinkley Test}, booktitle = {{IEEE} Latin-American Conference on Communications, {LATINCOM} 2021, Santo Domingo, Dominican Republic, November 17-19, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/LATINCOM53176.2021.9647769}, doi = {10.1109/LATINCOM53176.2021.9647769}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/latincom/NakagawaJZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/NetoTCB21, author = {Renato Vertuam Neto and Gabriel M. Tavares and Paolo Ceravolo and Sylvio Barbon}, 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 = {On the use of online clustering for anomaly detection in trace streams}, booktitle = {{SBSI} 2021: {XVII} Brazilian Symposium on Information Systems, Uberl{\^{a}}ndia, Brazil, June 7 - 10, 2021}, pages = {43:1--43:8}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3466933.3466979}, doi = {10.1145/3466933.3466979}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/NetoTCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/ifip/AzziniBBCCCMPSSTW21, author = {Antonia Azzini and Sylvio Barbon Jr. and Valerio Bellandi and Tiziana Catarci and Paolo Ceravolo and Philippe Cudr{\'{e}}{-}Mauroux and Samira Maghool and Jaroslav Pokorn{\'{y}} and Monica Scannapieco and Florence S{\`{e}}des and Gabriel Marques Tavares and Robert Wrembel}, editor = {Michael Goedicke and Erich J. Neuhold and Kai Rannenberg}, title = {Advances in Data Management in the Big Data Era}, booktitle = {Advancing Research in Information and Communication Technology - IFIP's Exciting First 60+ Years, Views from the Technical Committees and Working Groups}, series = {{IFIP} Advances in Information and Communication Technology}, volume = {600}, pages = {99--126}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-81701-5\_4}, doi = {10.1007/978-3-030-81701-5\_4}, timestamp = {Wed, 21 Dec 2022 15:22:06 +0100}, biburl = {https://dblp.org/rec/series/ifip/AzziniBBCCCMPSSTW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-12874, author = {Sylvio Barbon Jr. and Paolo Ceravolo and Ernesto Damiani and Gabriel Marques Tavares}, title = {Using Meta-learning to Recommend Process Discovery Methods}, journal = {CoRR}, volume = {abs/2103.12874}, year = {2021}, url = {https://arxiv.org/abs/2103.12874}, eprinttype = {arXiv}, eprint = {2103.12874}, timestamp = {Tue, 06 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-12874.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-00635, author = {Sylvio Barbon Jr. and Paolo Ceravolo and Ernesto Damiani and Gabriel Marques Tavares}, title = {Selecting Optimal Trace Clustering Pipelines with AutoML}, journal = {CoRR}, volume = {abs/2109.00635}, year = {2021}, url = {https://arxiv.org/abs/2109.00635}, eprinttype = {arXiv}, eprint = {2109.00635}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-00635.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ScarantiCBP20, author = {Gustavo F. Scaranti and Luiz Fernando Carvalho and Sylvio Barbon and Mario Lemes Proen{\c{c}}a Jr.}, title = {Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks}, journal = {{IEEE} Access}, volume = {8}, pages = {100172--100184}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.2997939}, doi = {10.1109/ACCESS.2020.2997939}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/ScarantiCBP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/MasteliniSCB20, author = {Saulo Martiello Mastelini and Everton Jose Santana and Ricardo Cerri and Sylvio Barbon Jr.}, title = {{DSTARS:} {A} multi-target deep structure for tracking asynchronous regressor stacking}, journal = {Appl. Soft Comput.}, volume = {91}, pages = {106215}, year = {2020}, url = {https://doi.org/10.1016/j.asoc.2020.106215}, doi = {10.1016/J.ASOC.2020.106215}, timestamp = {Tue, 16 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/MasteliniSCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bspc/FonsecaGJDGP20, author = {Everthon Silva Fonseca and Rodrigo Capobianco Guido and Sylvio Barbon Junior and Henrique Dezani and Rodrigo Rosseto Gati and Denis C{\'{e}}sar Mosconi Pereira}, title = {Acoustic investigation of speech pathologies based on the discriminative paraconsistent machine {(DPM)}}, journal = {Biomed. Signal Process. Control.}, volume = {55}, year = {2020}, url = {https://doi.org/10.1016/j.bspc.2019.101615}, doi = {10.1016/J.BSPC.2019.101615}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bspc/FonsecaGJDGP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fi/AbonizioMTJ20, author = {Hugo Queiroz Abonizio and Jana{\'{\i}}na Ign{\'{a}}cio de Morais and Gabriel Marques Tavares and Sylvio Barbon Junior}, title = {Language-Independent Fake News Detection: English, Portuguese, and Spanish Mutual Features}, journal = {Future Internet}, volume = {12}, number = {5}, pages = {87}, year = {2020}, url = {https://doi.org/10.3390/fi12050087}, doi = {10.3390/FI12050087}, timestamp = {Tue, 30 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fi/AbonizioMTJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/OmoriTCB20, author = {Nicolas Jashchenko Omori and Gabriel Marques Tavares and Paolo Ceravolo and Sylvio Barbon Jr.}, title = {Comparing Concept Drift Detection with Process Mining Software}, journal = {Braz. J. Inf. Syst.}, volume = {13}, number = {4}, pages = {101--125}, year = {2020}, url = {https://doi.org/10.5753/isys.2020.832}, doi = {10.5753/ISYS.2020.832}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/OmoriTCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/MoraisATFB20, author = {Jana{\'{\i}}na Ign{\'{a}}cio de Morais and Hugo Queiroz Abonizio and Gabriel Marques Tavares and Andr{\'{e}} Azevedo da Fonseca and Sylvio Barbon Jr.}, title = {A Multi-label Classification System to Distinguish among Fake, Satirical, Objective and Legitimate News in Brazilian Portuguese}, journal = {Braz. J. Inf. Syst.}, volume = {13}, number = {4}, pages = {126--149}, year = {2020}, url = {https://doi.org/10.5753/isys.2020.833}, doi = {10.5753/ISYS.2020.833}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/MoraisATFB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnsm/LopesSCZJ20, author = {Jessica Fernandes Lopes and Everton Jose Santana and Victor G. Turrisi da Costa and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon Junior}, title = {Evaluating the Four-Way Performance Trade-Off for Data Stream Classification in Edge Computing}, journal = {{IEEE} Trans. Netw. Serv. Manag.}, volume = {17}, number = {2}, pages = {1013--1025}, year = {2020}, url = {https://doi.org/10.1109/TNSM.2020.2983921}, doi = {10.1109/TNSM.2020.2983921}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnsm/LopesSCZJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adbis/OyamadaSJK20, author = {Rafael Seidi Oyamada and Larissa Capobianco Shimomura and Sylvio Barbon Junior and Daniel S. Kaster}, editor = {J{\'{e}}r{\^{o}}me Darmont and Boris Novikov and Robert Wrembel}, title = {Towards Proximity Graph Auto-configuration: An Approach Based on Meta-learning}, booktitle = {Advances in Databases and Information Systems - 24th European Conference, {ADBIS} 2020, Lyon, France, August 25-27, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12245}, pages = {93--107}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-54832-2\_9}, doi = {10.1007/978-3-030-54832-2\_9}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/adbis/OyamadaSJK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adbis/TavaresB20, author = {Gabriel Marques Tavares and Sylvio Barbon}, editor = {Ladjel Bellatreche and M{\'{a}}ria Bielikov{\'{a}} and Omar Boussa{\"{\i}}d and Barbara Catania and J{\'{e}}r{\^{o}}me Darmont and Elena Demidova and Fabien Duchateau and Mark M. Hall and Tanja Mercun and Boris Novikov and Christos Papatheodorou and Thomas Risse and Oscar Romero and Lucile Sautot and Guilaine Talens and Robert Wrembel and Maja Zumer}, title = {Analysis of Language Inspired Trace Representation for Anomaly Detection}, booktitle = {ADBIS, {TPDL} and {EDA} 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25-27, 2020, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1260}, pages = {296--308}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-55814-7\_25}, doi = {10.1007/978-3-030-55814-7\_25}, timestamp = {Thu, 23 Sep 2021 11:47:12 +0200}, biburl = {https://dblp.org/rec/conf/adbis/TavaresB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/MartinsCJ20, author = {Vinicius Eiji Martins and Victor G. Turrisi da Costa and Sylvio Barbon Junior}, editor = {Ricardo Cerri and Ronaldo C. Prati}, title = {Active Learning Embedded in Incremental Decision Trees}, booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12320}, pages = {367--381}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-61380-8\_25}, doi = {10.1007/978-3-030-61380-8\_25}, timestamp = {Sat, 14 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/MartinsCJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/AbonizioJ20, author = {Hugo Queiroz Abonizio and Sylvio Barbon Junior}, editor = {Ricardo Cerri and Ronaldo C. Prati}, title = {Pre-trained Data Augmentation for Text Classification}, 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 = {551--565}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-61377-8\_38}, doi = {10.1007/978-3-030-61377-8\_38}, timestamp = {Wed, 21 Oct 2020 16:49:39 +0200}, biburl = {https://dblp.org/rec/conf/bracis/AbonizioJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/SantanaSZJ20, author = {Everton Jose Santana and Ricardo Petri Silva and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon Junior}, editor = {Ricardo Cerri and Ronaldo C. Prati}, title = {Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects}, booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12320}, pages = {634--649}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-61380-8\_43}, doi = {10.1007/978-3-030-61380-8\_43}, timestamp = {Sat, 14 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/SantanaSZJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/JuniorCDT20, author = {Sylvio Barbon Junior and Paolo Ceravolo and Ernesto Damiani and Gabriel Marques Tavares}, editor = {Juliana Bowles and Giovanna Broccia and Mirco Nanni}, title = {Evaluating Trace Encoding Methods in Process Mining}, booktitle = {From Data to Models and Back - 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {12611}, pages = {174--189}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-70650-0\_11}, doi = {10.1007/978-3-030-70650-0\_11}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/JuniorCDT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpm/JuniorCDOT20, author = {Sylvio Barbon Junior and Paolo Ceravolo and Ernesto Damiani and Nicolas Jashchenko Omori and Gabriel Marques Tavares}, editor = {Boudewijn F. van Dongen and Marco Montali and Moe Thandar Wynn}, title = {Anomaly Detection on Event Logs with a Scarcity of Labels}, booktitle = {2nd International Conference on Process Mining, {ICPM} 2020, Padua, Italy, October 4-9, 2020}, pages = {161--168}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPM49681.2020.00032}, doi = {10.1109/ICPM49681.2020.00032}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpm/JuniorCDOT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-04312, author = {Everton Jose Santana and Felipe Rodrigues dos Santos and Saulo Martiello Mastelini and Fabio Luiz Melquiades and Sylvio Barbon Junior}, title = {Improved prediction of soil properties with Multi-target Stacked Generalisation on {EDXRF} spectra}, journal = {CoRR}, volume = {abs/2002.04312}, year = {2020}, url = {https://arxiv.org/abs/2002.04312}, eprinttype = {arXiv}, eprint = {2002.04312}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-04312.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-00025, author = {Rafael Gomes Mantovani and Andr{\'{e}} Luis Debiaso Rossi and Edesio Alcoba{\c{c}}a and Jadson Castro Gertrudes and Sylvio Barbon Junior and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho}, title = {Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters}, journal = {CoRR}, volume = {abs/2008.00025}, year = {2020}, url = {https://arxiv.org/abs/2008.00025}, eprinttype = {arXiv}, eprint = {2008.00025}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-00025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejivp/CamposMAMMJ19, author = {Gabriel Fillipe Centini Campos and Saulo Martiello Mastelini and Gabriel Jonas Aguiar and Rafael Gomes Mantovani and Leonimer Flavio de Melo and Sylvio Barbon Junior}, title = {Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization}, journal = {{EURASIP} J. Image Video Process.}, volume = {2019}, pages = {59}, year = {2019}, url = {https://doi.org/10.1186/s13640-019-0445-4}, doi = {10.1186/S13640-019-0445-4}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejivp/CamposMAMMJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijsn/CostaJMRZ19, author = {Victor G. T. da Costa and Sylvio Barbon Junior and Rodrigo Sanches Miani and Joel J. P. C. Rodrigues and Bruno Bogaz Zarpel{\~{a}}o}, title = {Mobile botnets detection based on machine learning over system calls}, journal = {Int. J. Secur. Networks}, volume = {14}, number = {2}, pages = {103--118}, year = {2019}, url = {https://doi.org/10.1504/IJSN.2019.100092}, doi = {10.1504/IJSN.2019.100092}, timestamp = {Wed, 01 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijsn/CostaJMRZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/SantanaSMB19, author = {Everton Jose Santana and Jo{\~{a}}o Augusto Provin Ribeiro da Silva and Saulo Martiello Mastelini and Sylvio Barbon Jr.}, title = {Stock Portfolio Prediction by Multi-Target Decision Support}, journal = {Braz. J. Inf. Syst.}, volume = {12}, number = {1}, pages = {5--27}, year = {2019}, url = {https://doi.org/10.5753/isys.2019.381}, doi = {10.5753/ISYS.2019.381}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/SantanaSMB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/TavaresCMCB19, author = {Gabriel Marques Tavares and Victor Guilherme Turrisi da Costa and Vinicius Eiji Martins and Paolo Ceravolo and Sylvio Barbon Jr.}, title = {Leveraging Anomaly Detection in Business Process with Data Stream Mining}, journal = {Braz. J. Inf. Syst.}, volume = {12}, number = {1}, pages = {54--75}, year = {2019}, url = {https://doi.org/10.5753/isys.2019.383}, doi = {10.5753/ISYS.2019.383}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/TavaresCMCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/AguiarMMCCJ19, author = {Gabriel Jonas Aguiar and Rafael Gomes Mantovani and Saulo Martiello Mastelini and Andr{\'{e}} C. P. L. F. de Carvalho and Gabriel F. C. Campos and Sylvio Barbon Junior}, title = {A meta-learning approach for selecting image segmentation algorithm}, journal = {Pattern Recognit. Lett.}, volume = {128}, pages = {480--487}, year = {2019}, url = {https://doi.org/10.1016/j.patrec.2019.10.018}, doi = {10.1016/J.PATREC.2019.10.018}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/AguiarMMCCJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/LopesLBGB19, author = {Jessica Fernandes Lopes and Leniza Ludwig and Douglas Fernandes Barbin and Maria Vict{\'{o}}ria Eiras Grossmann and Sylvio Barbon Jr.}, title = {Computer Vision Classification of Barley Flour Based on Spatial Pyramid Partition Ensemble}, journal = {Sensors}, volume = {19}, number = {13}, pages = {2953}, year = {2019}, url = {https://doi.org/10.3390/s19132953}, doi = {10.3390/S19132953}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/LopesLBGB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/BezerraCJMZ19, author = {Vitor Hugo Bezerra and Victor Guilherme Turrisi da Costa and Sylvio Barbon Junior and Rodrigo Sanches Miani and Bruno Bogaz Zarpel{\~{a}}o}, title = {IoTDS: {A} One-Class Classification Approach to Detect Botnets in Internet of Things Devices}, journal = {Sensors}, volume = {19}, number = {14}, pages = {3188}, year = {2019}, url = {https://doi.org/10.3390/s19143188}, doi = {10.3390/S19143188}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/BezerraCJMZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vlsisp/MasteliniCSNGCJ19, author = {Saulo Martiello Mastelini and Victor Guilherme Turrisi da Costa and Everton Jose Santana and Felipe Kenji Nakano and Rodrigo Capobianco Guido and Ricardo Cerri and Sylvio Barbon Junior}, title = {Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach}, journal = {J. Signal Process. Syst.}, volume = {91}, number = {2}, pages = {191--215}, year = {2019}, url = {https://doi.org/10.1007/s11265-018-1376-5}, doi = {10.1007/S11265-018-1376-5}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/vlsisp/MasteliniCSNGCJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/TavaresCCDJ19, author = {Gabriel Marques Tavares and Paolo Ceravolo and Victor G. Turrisi da Costa and Ernesto Damiani and Sylvio Barbon Junior}, editor = {Elisa Bertino and Carl K. Chang and Peter Chen and Ernesto Damiani and Michael Goul and Katsunori Oyama}, title = {Overlapping Analytic Stages in Online Process Mining}, booktitle = {2019 {IEEE} International Conference on Services Computing, {SCC} 2019, Milan, Italy, July 8-13, 2019}, pages = {167--175}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SCC.2019.00037}, doi = {10.1109/SCC.2019.00037}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEscc/TavaresCCDJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/CostaMCB19, author = {Victor Guilherme Turrisi da Costa and Saulo Martiello Mastelini and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and Sylvio Barbon}, title = {Online Local Boosting: Improving Performance in Online Decision Trees}, booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador, Brazil, October 15-18, 2019}, pages = {132--137}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BRACIS.2019.00032}, doi = {10.1109/BRACIS.2019.00032}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/CostaMCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/AguiarSMMB19, author = {Gabriel Jonas Aguiar and Everton Jos{\'{e}} Santana and Saulo Martiello Mastelini and Rafael Gomes Mantovani and Sylvio Barbon Jr.}, title = {Towards Meta-Learning for Multi-Target Regression Problems}, booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador, Brazil, October 15-18, 2019}, pages = {377--382}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BRACIS.2019.00073}, doi = {10.1109/BRACIS.2019.00073}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bracis/AguiarSMMB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gpc/CostaSLB19, author = {Victor G. Turrisi da Costa and Everton Jose Santana and Jessica Fernandes Lopes and Sylvio Barbon Jr.}, editor = {Rodrigo Sanches Miani and L{\'{a}}saro J. Camargos and Bruno Bogaz Zarpel{\~{a}}o and Erika Rosas and Rafael Pasquini}, title = {Evaluating the Four-Way Performance Trade-Off for Stream Classification}, booktitle = {Green, Pervasive, and Cloud Computing - 14th International Conference, {GPC} 2019, Uberl{\^{a}}ndia, Brazil, May 26-28, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11484}, pages = {3--17}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-19223-5\_1}, doi = {10.1007/978-3-030-19223-5\_1}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gpc/CostaSLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/PrecePBB19, author = {Bruno Prece and Edson Pacheco and Rodolfo Miranda de Barros and Sylvio Barbon Jr.}, editor = {F{\'{a}}bio Gomes Rocha and Igor Vasconcelos and Rodrigo Pereira dos Santos and Davi Viana and Scheila de Avila e Silva}, title = {Improvements on diagnostic assessment questionnaires of Maturity Level Management with feature selection}, booktitle = {Proceedings of the {XV} Brazilian Symposium on Information Systems, {SBSI} 2019, Aracaju, Brazil, May 20-24, 2019}, pages = {7:1--7:8}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3330204.3330216}, doi = {10.1145/3330204.3330216}, timestamp = {Wed, 11 Nov 2020 17:37:45 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/PrecePBB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/MoraisATFB19, author = {Jana{\'{\i}}na Ign{\'{a}}cio de Morais and Hugo Queiroz Abonizio and Gabriel Marques Tavares and Andr{\'{e}} Azevedo da Fonseca and Sylvio Barbon Jr.}, editor = {F{\'{a}}bio Gomes Rocha and Igor Vasconcelos and Rodrigo Pereira dos Santos and Davi Viana and Scheila de Avila e Silva}, title = {Deciding among Fake, Satirical, Objective and Legitimate news: {A} multi-label classification system}, booktitle = {Proceedings of the {XV} Brazilian Symposium on Information Systems, {SBSI} 2019, Aracaju, Brazil, May 20-24, 2019}, pages = {22:1--22:8}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3330204.3330231}, doi = {10.1145/3330204.3330231}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/MoraisATFB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/OmoriTCB19, author = {Nicolas Jashchenko Omori and Gabriel Marques Tavares and Paolo Ceravolo and Sylvio Barbon Jr.}, editor = {F{\'{a}}bio Gomes Rocha and Igor Vasconcelos and Rodrigo Pereira dos Santos and Davi Viana and Scheila de Avila e Silva}, title = {Comparing Concept Drift Detection with Process Mining Tools}, booktitle = {Proceedings of the {XV} Brazilian Symposium on Information Systems, {SBSI} 2019, Aracaju, Brazil, May 20-24, 2019}, pages = {31:1--31:8}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3330204.3330240}, doi = {10.1145/3330204.3330240}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/OmoriTCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-12483, author = {Saulo Martiello Mastelini and Sylvio Barbon Jr. and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho}, title = {Online Multi-target regression trees with stacked leaf models}, journal = {CoRR}, volume = {abs/1903.12483}, year = {2019}, url = {http://arxiv.org/abs/1903.12483}, eprinttype = {arXiv}, eprint = {1903.12483}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-12483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-07207, author = {Victor G. Turrisi da Costa and Saulo Martiello Mastelini and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and Sylvio Barbon Jr.}, title = {Online Local Boosting: improving performance in online decision trees}, journal = {CoRR}, volume = {abs/1907.07207}, year = {2019}, url = {http://arxiv.org/abs/1907.07207}, eprinttype = {arXiv}, eprint = {1907.07207}, timestamp = {Tue, 23 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-07207.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-11277, author = {Gabriel Jonas Aguiar and Everton Jos{\'{e}} Santana and Saulo Martiello Mastelini and Rafael Gomes Mantovani and Sylvio Barbon Jr.}, title = {Towards meta-learning for multi-target regression problems}, journal = {CoRR}, volume = {abs/1907.11277}, year = {2019}, url = {http://arxiv.org/abs/1907.11277}, eprinttype = {arXiv}, eprint = {1907.11277}, timestamp = {Thu, 01 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-11277.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/PereiraBVB18, author = {Luiz Fernando Santos Pereira and Sylvio Barbon and Nektarios A. Valous and Douglas Fernandes Barbin}, title = {Predicting the ripening of papaya fruit with digital imaging and random forests}, journal = {Comput. Electron. Agric.}, volume = {145}, pages = {76--82}, year = {2018}, url = {https://doi.org/10.1016/j.compag.2017.12.029}, doi = {10.1016/J.COMPAG.2017.12.029}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/PereiraBVB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/PeresJFBBSAB18, author = {Louise Manha Peres and Sylvio Barbon Junior and Estef{\^{a}}nia Mayumi Fuzyi and Ana Paula A. C. Barbon and Douglas Fernandes Barbin and Priscila Tiemi Maeda Saito and Nayara Andreo and Ana Maria Bridi}, title = {Fuzzy approach for classification of pork into quality grades: coping with unclassifiable samples}, journal = {Comput. Electron. Agric.}, volume = {150}, pages = {455--464}, year = {2018}, url = {https://doi.org/10.1016/j.compag.2018.05.009}, doi = {10.1016/J.COMPAG.2018.05.009}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/PeresJFBBSAB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compsec/AlvarengaBMCZ18, author = {Sean Carlisto de Alvarenga and Sylvio Barbon and Rodrigo Sanches Miani and Michel Cukier and Bruno Bogaz Zarpel{\~{a}}o}, title = {Process mining and hierarchical clustering to help intrusion alert visualization}, journal = {Comput. Secur.}, volume = {73}, pages = {474--491}, year = {2018}, url = {https://doi.org/10.1016/j.cose.2017.11.021}, doi = {10.1016/J.COSE.2017.11.021}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compsec/AlvarengaBMCZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/AlmeidaCPMJ18, author = {Alex Marino Gon{\c{c}}alves de Almeida and Ricardo Cerri and Emerson Cabrera Paraiso and Rafael Gomes Mantovani and Sylvio Barbon Junior}, title = {Applying multi-label techniques in emotion identification of short texts}, journal = {Neurocomputing}, volume = {320}, pages = {35--46}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2018.08.053}, doi = {10.1016/J.NEUCOM.2018.08.053}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/AlmeidaCPMJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jei/MasteliniSCSCBB18, author = {Saulo Martiello Mastelini and Matheus Gustavo Alves Sasso and Gabriel Fillipe Centini Campos and Marcio Schmiele and Maria Teresa Pedrosa Silva Clerici and Douglas Fernandes Barbin and Sylvio Barbon}, title = {Computer vision system for characterization of pasta (noodle) composition}, journal = {J. Electronic Imaging}, volume = {27}, number = {05}, pages = {053021}, year = {2018}, url = {https://doi.org/10.1117/1.JEI.27.5.053021}, doi = {10.1117/1.JEI.27.5.053021}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jei/MasteliniSCSCBB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/CostaCJ18, author = {Victor Guilherme Turrisi da Costa and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and Sylvio Barbon Junior}, title = {Strict Very Fast Decision Tree: {A} memory conservative algorithm for data stream mining}, journal = {Pattern Recognit. Lett.}, volume = {116}, pages = {22--28}, year = {2018}, url = {https://doi.org/10.1016/j.patrec.2018.09.004}, doi = {10.1016/J.PATREC.2018.09.004}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/CostaCJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomccap/JuniorCTIPG18, author = {Sylvio Barbon Junior and Gabriel F. C. Campos and Gabriel M. Tavares and Rodrigo Augusto Igawa and Mario Lemes Proen{\c{c}}a Jr. and Rodrigo Capobianco Guido}, title = {Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets}, journal = {{ACM} Trans. Multim. Comput. Commun. Appl.}, volume = {14}, number = {1s}, pages = {26:1--26:17}, year = {2018}, url = {https://doi.org/10.1145/3183506}, doi = {10.1145/3183506}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tomccap/JuniorCTIPG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/MasteliniSCB18, author = {Saulo Martiello Mastelini and Everton Jose Santana and Victor Guilherme Turrisi da Costa and Sylvio Barbon}, title = {Benchmarking Multi-target Regression Methods}, booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o Paulo, Brazil, October 22-25, 2018}, pages = {396--401}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/BRACIS.2018.00075}, doi = {10.1109/BRACIS.2018.00075}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/MasteliniSCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/CostaMCB18, author = {Victor G. Turrisi da Costa and Saulo Martiello Mastelini and Andr{\'{e}} C. P. L. F. de Carvalho and Sylvio Barbon}, title = {Making Data Stream Classification Tree-Based Ensembles Lighter}, booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o Paulo, Brazil, October 22-25, 2018}, pages = {480--485}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/BRACIS.2018.00089}, doi = {10.1109/BRACIS.2018.00089}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/CostaMCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/NakanoMBC18, author = {Felipe Kenji Nakano and Saulo Martiello Mastelini and Sylvio Barbon and Ricardo Cerri}, title = {Improving Hierarchical Classification of Transposable Elements using Deep Neural Networks}, 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.2018.8489461}, doi = {10.1109/IJCNN.2018.8489461}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/NakanoMBC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ism/JuniorCCG18, author = {Sylvio Barbon Junior and Victor G. Turrisi da Costa and Shi{-}Huang Chen and Rodrigo Capobianco Guido}, title = {U-Healthcare System for Pre-Diagnosis of Parkinson's Disease from Voice Signal}, booktitle = {2018 {IEEE} International Symposium on Multimedia, {ISM} 2018, Taichung, Taiwan, December 10-12, 2018}, pages = {271--274}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ISM.2018.00039}, doi = {10.1109/ISM.2018.00039}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ism/JuniorCCG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbrc/CostaZMJ18, author = {Victor G. Turrisi da Costa and Bruno Bogaz Zarpel{\~{a}}o and Rodrigo Sanches Miani and Sylvio Barbon Junior}, title = {Online detection of Botnets on Network Flows using Stream Mining}, booktitle = {{XXXVI} Brazilian Symposium on Computer Networks and Distributed Systems, {SBRC} 2018, Campos do Jord{\~{a}}o, Brazil, May 6-10, 2018}, pages = {225--238}, year = {2018}, url = {https://doi.org/10.5753/sbrc.2018.2418}, doi = {10.5753/SBRC.2018.2418}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sbrc/CostaZMJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/TavaresCMCJ18, author = {Gabriel Marques Tavares and Victor G. Turrisi da Costa and Vinicius Eiji Martins and Paolo Ceravolo and Sylvio Barbon Junior}, editor = {Clodis Boscarioli and Carlos Alberto Costa and Scheila de Avila e Silva and Daniel Luis Notari}, title = {Anomaly Detection in Business Process based on Data Stream Mining}, booktitle = {Proceedings of the {XIV} Brazilian Symposium on Information Systems, {SBSI} 2018, Caxias do Sul, Brazil, June 04-08, 2018}, pages = {16:1--16:8}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3229345.3229362}, doi = {10.1145/3229345.3229362}, timestamp = {Wed, 11 Nov 2020 17:35:51 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/TavaresCMCJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/SilvaSMBB18, author = {Jo{\~{a}}o Augusto Provin Ribeiro da Silva and Everton Jose Santana and Saulo Martiello Mastelini and Sylvio Barbon Junior}, editor = {Clodis Boscarioli and Carlos Alberto Costa and Scheila de Avila e Silva and Daniel Luis Notari}, title = {Stock Portfolio Prediction by Multi-Target Decision Support}, booktitle = {Proceedings of the {XIV} Brazilian Symposium on Information Systems, {SBSI} 2018, Caxias do Sul, Brazil, June 04-08, 2018}, pages = {34:1--34:8}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3229345.3229382}, doi = {10.1145/3229345.3229382}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/SilvaSMBB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/JuniorTCCD18, author = {Sylvio Barbon Junior and Gabriel Marques Tavares and Victor G. Turrisi da Costa and Paolo Ceravolo and Ernesto Damiani}, editor = {Pierre{-}Antoine Champin and Fabien Gandon and Mounia Lalmas and Panagiotis G. Ipeirotis}, title = {A Framework for Human-in-the-loop Monitoring of Concept-drift Detection in Event Log Stream}, booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018, {WWW} 2018, Lyon , France, April 23-27, 2018}, pages = {319--326}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3184558.3186343}, doi = {10.1145/3184558.3186343}, timestamp = {Fri, 16 Apr 2021 10:04:12 +0200}, biburl = {https://dblp.org/rec/conf/www/JuniorTCCD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-06368, author = {Victor Guilherme Turrisi da Costa and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and Sylvio Barbon Junior}, title = {Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining}, journal = {CoRR}, volume = {abs/1805.06368}, year = {2018}, url = {http://arxiv.org/abs/1805.06368}, eprinttype = {arXiv}, eprint = {1805.06368}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-06368.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-02207, author = {Rafael Gomes Mantovani and Tom{\'{a}}s Horv{\'{a}}th and Ricardo Cerri and Sylvio Barbon Junior and Joaquin Vanschoren and Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho}, title = {An empirical study on hyperparameter tuning of decision trees}, journal = {CoRR}, volume = {abs/1812.02207}, year = {2018}, url = {http://arxiv.org/abs/1812.02207}, eprinttype = {arXiv}, eprint = {1812.02207}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-02207.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/PenaCJRP17, author = {Eduardo H. M. Pena and Luiz Fernando Carvalho and Sylvio Barbon Junior and Joel J. P. C. Rodrigues and Mario Lemes Proen{\c{c}}a Jr.}, title = {Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment}, journal = {Inf. Sci.}, volume = {420}, pages = {313--328}, year = {2017}, url = {https://doi.org/10.1016/j.ins.2017.08.074}, doi = {10.1016/J.INS.2017.08.074}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/PenaCJRP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/BarbonTK17, author = {Sylvio Barbon Jr. and Gabriel Marques Tavares and Guilherme Sakaji Kido}, title = {Artificial and Natural Topic Detection in Online Social Networks}, journal = {Braz. J. Inf. Syst.}, volume = {10}, number = {1}, pages = {80--98}, year = {2017}, url = {https://doi.org/10.5753/isys.2017.329}, doi = {10.5753/ISYS.2017.329}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/BarbonTK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/KawakaniBMCZ17, author = {Cl{\'{a}}udio Toshio Kawakani and Sylvio Barbon and Rodrigo Sanches Miani and Michel Cukier and Bruno Bogaz Zarpel{\~{a}}o}, title = {Discovering Attackers Past Behavior to Generate Online Hyper-Alerts}, journal = {Braz. J. Inf. Syst.}, volume = {10}, number = {1}, pages = {122--147}, year = {2017}, url = {https://doi.org/10.5753/isys.2017.331}, doi = {10.5753/ISYS.2017.331}, timestamp = {Sat, 17 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/KawakaniBMCZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mta/JuniorIZ17, author = {Sylvio Barbon Junior and Rodrigo Augusto Igawa and Bruno Bogaz Zarpel{\~{a}}o}, title = {Authorship verification applied to detection of compromised accounts on online social networks - {A} continuous approach}, journal = {Multim. Tools Appl.}, volume = {76}, number = {3}, pages = {3213--3233}, year = {2017}, url = {https://doi.org/10.1007/s11042-016-3899-8}, doi = {10.1007/S11042-016-3899-8}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mta/JuniorIZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/CeravoloDTB17, author = {Paolo Ceravolo and Ernesto Damiani and Mohammadsadegh Torabi and Sylvio Barbon Junior}, editor = {Josep Carmona and Gregor Engels and Akhil Kumar}, title = {Toward a New Generation of Log Pre-processing Methods for Process Mining}, booktitle = {Business Process Management Forum - {BPM} Forum 2017, Barcelona, Spain, September 10-15, 2017, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {297}, pages = {55--70}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-65015-9\_4}, doi = {10.1007/978-3-319-65015-9\_4}, timestamp = {Thu, 09 Dec 2021 09:24:12 +0100}, biburl = {https://dblp.org/rec/conf/bpm/CeravoloDTB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/MasteliniSCB17, author = {Saulo Martiello Mastelini and Everton Jose Santana and Ricardo Cerri and Sylvio Barbon}, title = {{DSTARS:} {A} Multi-target Deep Structure for Tracking Asynchronous Regressor Stack}, booktitle = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia, Brazil, October 2-5, 2017}, pages = {19--24}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BRACIS.2017.30}, doi = {10.1109/BRACIS.2017.30}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/MasteliniSCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icc/CostaBMRZ17, author = {Victor G. T. da Costa and Sylvio Barbon and Rodrigo Sanches Miani and Joel J. P. C. Rodrigues and Bruno Bogaz Zarpel{\~{a}}o}, title = {Detecting mobile botnets through machine learning and system calls analysis}, booktitle = {{IEEE} International Conference on Communications, {ICC} 2017, Paris, France, May 21-25, 2017}, pages = {1--6}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICC.2017.7997390}, doi = {10.1109/ICC.2017.7997390}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/icc/CostaBMRZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/NakanoMBC17, author = {Felipe Kenji Nakano and Saulo Martiello Mastelini and Sylvio Barbon and Ricardo Cerri}, editor = {Xuewen Chen and Bo Luo and Feng Luo and Vasile Palade and M. Arif Wani}, title = {Stacking Methods for Hierarchical Classification}, booktitle = {16th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2017, Cancun, Mexico, December 18-21, 2017}, pages = {289--296}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICMLA.2017.0-145}, doi = {10.1109/ICMLA.2017.0-145}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/NakanoMBC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/SantanaMB17, author = {Everton Jose Santana and Saulo Martiello Mastelini and Sylvio Barbon Jr.}, editor = {Heitor A. X. Costa and Juliana Galvani Greghi and Jos{\'{e}} Maria N. David and Andr{\'{e}} Pimenta Freire}, title = {Deep Regressor Stacking for Air Ticket Prices Prediction}, booktitle = {Proceedings of the 13th Brazilian Symposium on Information Systems, {SBSI} 2017, Lavras, Brazil, June 5-8, 2017}, pages = {25--31}, year = {2017}, url = {https://doi.org/10.5753/sbsi.2017.6022}, doi = {10.5753/SBSI.2017.6022}, timestamp = {Tue, 15 Feb 2022 11:28:17 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/SantanaMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/TavaresMB17, author = {Gabriel M. Tavares and Saulo Martiello Mastelini and Sylvio Barbon Jr.}, editor = {Heitor A. X. Costa and Juliana Galvani Greghi and Jos{\'{e}} Maria N. David and Andr{\'{e}} Pimenta Freire}, title = {User Classification on Online Social Networks by Post Frequency}, booktitle = {Proceedings of the 13th Brazilian Symposium on Information Systems, {SBSI} 2017, Lavras, Brazil, June 5-8, 2017}, pages = {464--471}, year = {2017}, url = {https://doi.org/10.5753/sbsi.2017.6076}, doi = {10.5753/SBSI.2017.6076}, timestamp = {Thu, 27 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/TavaresMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/simpda/JuniorTCD17, author = {Sylvio Barbon Junior and Gabriel M. Tavares and Paolo Ceravolo and Ernesto Damiani}, editor = {Paolo Ceravolo and Maurice van Keulen and Kilian Stoffel}, title = {A Framework for Trace Clustering and Concept-drift Detection in Event Streams}, booktitle = {Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis {(SIMPDA} 2017), Neuch{\^{a}}tel, Switzerland, December 6-8, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {2016}, pages = {153--154}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-2016/paper15.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:35 +0100}, biburl = {https://dblp.org/rec/conf/simpda/JuniorTCD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/BarbonJMFPB16, author = {Ana Paula A. C. Barbon and Sylvio Barbon Junior and Rafael Gomes Mantovani and Estef{\^{a}}nia Mayumi Fuzyi and Louise Manha Peres and Ana Maria Bridi}, title = {Storage time prediction of pork by Computational Intelligence}, journal = {Comput. Electron. Agric.}, volume = {127}, pages = {368--375}, year = {2016}, url = {https://doi.org/10.1016/j.compag.2016.06.028}, doi = {10.1016/J.COMPAG.2016.06.028}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cea/BarbonJMFPB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/CarvalhoJMP16, author = {Luiz Fernando Carvalho and Sylvio Barbon Junior and Leonardo de Souza Mendes and Mario Lemes Proen{\c{c}}a Jr.}, title = {Unsupervised learning clustering and self-organized agents applied to help network management}, journal = {Expert Syst. Appl.}, volume = {54}, pages = {29--47}, year = {2016}, url = {https://doi.org/10.1016/j.eswa.2016.01.032}, doi = {10.1016/J.ESWA.2016.01.032}, timestamp = {Wed, 14 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/CarvalhoJMP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/IgawaBPKGJS16, author = {Rodrigo Augusto Igawa and Sylvio Barbon and Katia Cristina Silva Paulo and Guilherme Sakaji Kido and Rodrigo Capobianco Guido and Mario Lemes Proen{\c{c}}a Jr. and Ivan Nunes da Silva}, title = {Account classification in online social networks with {LBCA} and wavelets}, journal = {Inf. Sci.}, volume = {332}, pages = {72--83}, year = {2016}, url = {https://doi.org/10.1016/j.ins.2015.10.039}, doi = {10.1016/J.INS.2015.10.039}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/IgawaBPKGJS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/AlmeidaBP16, author = {Alex Marino Gon{\c{c}}alves de Almeida and Sylvio Barbon and Emerson Cabrera Paraiso}, title = {Multi-class Emotions Classification by Sentic Levels as Features in Sentiment Analysis}, booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife, Brazil, October 9-12, 2016}, pages = {486--491}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/BRACIS.2016.093}, doi = {10.1109/BRACIS.2016.093}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/AlmeidaBP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/KawakaniJM16, author = {Cl{\'{a}}udio Toshio Kawakani and Sylvio Barbon Junior and Rodrigo Sanches Miani}, editor = {Frank Siqueira and Patricia Vilain and Claudia Cappelli and Raul Sidnei Wazlawick}, title = {Intrusion Alert Correlation to Support Security Management}, booktitle = {Proceedings of the {XII} Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, {SBSI} 2016, Florian{\'{o}}polis, Brazil, May 17-20, 2016}, pages = {313--320}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.5753/sbsi.2016.5977}, doi = {10.5753/SBSI.2016.5977}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/KawakaniJM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/KidoIJ16, author = {Guilherme Sakaji Kido and Rodrigo Augusto Igawa and Sylvio Barbon Junior}, editor = {Frank Siqueira and Patricia Vilain and Claudia Cappelli and Raul Sidnei Wazlawick}, title = {Topic Modeling based on Louvain method in Online Social Networks}, booktitle = {Proceedings of the {XII} Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, {SBSI} 2016, Florian{\'{o}}polis, Brazil, May 17-20, 2016}, pages = {353--360}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.5753/sbsi.2016.5982}, doi = {10.5753/SBSI.2016.5982}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/KidoIJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/MasteliniSBJ16, author = {Saulo Martiello Mastelini and Matheus C. Silva and Ana Paula A. C. Barbon and Sylvio Barbon Junior}, editor = {Frank Siqueira and Patricia Vilain and Claudia Cappelli and Raul Sidnei Wazlawick}, title = {Marbling Grading Framework Applied on Meat Boutique Environment}, booktitle = {Proceedings of the {XII} Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, {SBSI} 2016, Florian{\'{o}}polis, Brazil, May 17-20, 2016}, pages = {542--549}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.5753/sbsi.2016.6005}, doi = {10.5753/SBSI.2016.6005}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/MasteliniSBJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sibgrapi/CamposBM16, author = {Gabriel F. C. Campos and Sylvio Barbon and Rafael Gomes Mantovani}, title = {A Meta-Learning Approach for Recommendation of Image Segmentation Algorithms}, booktitle = {29th {SIBGRAPI} Conference on Graphics, Patterns and Images, {SIBGRAPI} 2016, Sao Paulo, Brazil, October 4-7, 2016}, pages = {370--377}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/SIBGRAPI.2016.058}, doi = {10.1109/SIBGRAPI.2016.058}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sibgrapi/CamposBM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isys/IgawaAZB15, author = {Rodrigo Augusto Igawa and Alex Marino Gon{\c{c}}alves de Almeida and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon Jr.}, title = {Recognition on Online Social Network by user's writing style}, journal = {Braz. J. Inf. Syst.}, volume = {8}, number = {3}, pages = {64--85}, year = {2015}, url = {https://doi.org/10.5753/isys.2015.291}, doi = {10.5753/ISYS.2015.291}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isys/IgawaAZB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cbms/SeixasBM15, author = {Jose Luis Seixas and Sylvio Barbon and Rafael Gomes Mantovani}, editor = {Caetano Traina Jr. and Pedro Pereira Rodrigues and Bridget Kane and Paulo Mazzoncini de Azevedo Marques and Agma Juci Machado Traina}, title = {Pattern Recognition of Lower Member Skin Ulcers in Medical Images with Machine Learning Algorithms}, booktitle = {28th {IEEE} International Symposium on Computer-Based Medical Systems, {CBMS} 2015, Sao Carlos, Brazil, June 22-25, 2015}, pages = {50--53}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CBMS.2015.48}, doi = {10.1109/CBMS.2015.48}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cbms/SeixasBM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/IgawaAZB15, author = {Rodrigo Augusto Igawa and Alex Marino Gon{\c{c}}alves de Almeida and Bruno Bogaz Zarpel{\~{a}}o and Sylvio Barbon}, editor = {Sean W. M. Siqueira and S{\'{e}}rgio T. Carvalho}, title = {Recognition of Compromised Accounts on Twitter}, booktitle = {Proceedings of the annual conference on Brazilian Symposium on Information Systems, Information Systems: {A} Computer Socio-Technical Perspective, {SBSI} 2015, Goi{\^{a}}nia, Brazil, May 26-29, 2015}, pages = {9--14}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.5753/sbsi.2015.5885}, doi = {10.5753/SBSI.2015.5885}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sbsi/IgawaAZB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sbsi/FuzyiSB15, author = {Estef{\^{a}}nia Mayumi Fuzyi and Matheus Camilo da Silva and Sylvio Barbon}, editor = {Sean W. M. Siqueira and S{\'{e}}rgio T. Carvalho}, title = {Solu{\c{c}}{\~{a}}o M-Health no pr{\'{e}}-diagn{\'{o}}stico da Laringe [M-Health Solution on pre-diagnosis of larynx]}, booktitle = {Proceedings of the annual conference on Brazilian Symposium on Information Systems, Information Systems: {A} Computer Socio-Technical Perspective, {SBSI} 2015, Goi{\^{a}}nia, Brazil, May 26-29, 2015}, pages = {501--508}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.5753/sbsi.2015.5854}, doi = {10.5753/SBSI.2015.5854}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sbsi/FuzyiSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/IgawaKSB14, author = {Rodrigo Augusto Igawa and Guilherme Sakaji Kido and Jose Luis Seixas and Sylvio Barbon}, title = {Adaptive Distribution of Vocabulary Frequencies: {A} Novel Estimation Suitable for Social Media Corpus}, booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao Paulo, Brazil, October 18-22, 2014}, pages = {282--287}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BRACIS.2014.58}, doi = {10.1109/BRACIS.2014.58}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/IgawaKSB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/PenaCBRP14, author = {Eduardo H. M. Pena and Luiz Fernando Carvalho and Sylvio Barbon and Joel J. P. C. Rodrigues and Mario Lemes Proen{\c{c}}a Jr.}, title = {Correlational paraconsistent machine for anomaly detection}, booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2014, Austin, TX, USA, December 8-12, 2014}, pages = {551--556}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/GLOCOM.2014.7036865}, doi = {10.1109/GLOCOM.2014.7036865}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/globecom/PenaCBRP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/healthcom/SeixasBSDCF14, author = {Jose Luis Seixas and Sylvio Barbon and Claudia Martins Siqueira and Ivan Frederico Lupiano Dias and Andre Giovanni Castaldin and Alan Salvany Felinto}, title = {Color energy as a seed descriptor for image segmentation with region growing algorithms on skin wound images}, booktitle = {16th {IEEE} International Conference on e-Health Networking, Applications and Services, Healthcom 2014, Natal-RN, Brazil, October 15-18, 2014}, pages = {387--392}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/HealthCom.2014.7001874}, doi = {10.1109/HEALTHCOM.2014.7001874}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/healthcom/SeixasBSDCF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscc/PenaBRP14, author = {Eduardo H. M. Pena and Sylvio Barbon and Joel J. P. C. Rodrigues and Mario Lemes Proen{\c{c}}a Jr.}, title = {Anomaly detection using digital signature of network segment with adaptive {ARIMA} model and Paraconsistent Logic}, booktitle = {{IEEE} Symposium on Computers and Communications, {ISCC} 2014, Funchal, Madeira, Portugal, June 23-26, 2014}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ISCC.2014.6912503}, doi = {10.1109/ISCC.2014.6912503}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iscc/PenaBRP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/GuidoBSPRSE13, author = {Rodrigo Capobianco Guido and Sylvio Barbon Junior and Regiane Denise Solgon and Katia Cristina Silva Paulo and Luciene Cavalcanti Rodrigues and Ivan Nunes da Silva and Jo{\~{a}}o Paulo Lemos Escola}, title = {Introducing the Discriminative Paraconsistent Machine {(DPM)}}, journal = {Inf. Sci.}, volume = {221}, pages = {389--402}, year = {2013}, url = {https://doi.org/10.1016/j.ins.2012.09.028}, doi = {10.1016/J.INS.2012.09.028}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/GuidoBSPRSE13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/softcom/CarvalhoRBP13, author = {Luiz Fernando Carvalho and Joel J. P. C. Rodrigues and Sylvio Barbon and Mario Lemes Proen{\c{c}}a Jr.}, title = {Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection}, booktitle = {21st International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2013, Split-Primosten, Croatia, September 18-20, 2013}, pages = {1--5}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/SoftCOM.2013.6671906}, doi = {10.1109/SOFTCOM.2013.6671906}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/softcom/CarvalhoRBP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ism/GuidoCJSVREZLR10, author = {Rodrigo Capobianco Guido and Shi{-}Huang Chen and Sylvio Barbon Junior and Leonardo Mendes de Souza and Lucimar Sasso Vieira and Luciene Cavalcanti Rodrigues and Jo{\~{a}}o Paulo Lemos Escola and Paulo Ricardo Franchi Zulato and Michel Alves Lacerda and Jussara Ribeiro}, title = {On the Determination of Epsilon during Discriminative {GMM} Training}, booktitle = {12th {IEEE} International Symposium on Multimedia, {ISM} 2010, Taichung, Taiwan, December 13-15, 2010}, pages = {362--364}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ISM.2010.66}, doi = {10.1109/ISM.2010.66}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ism/GuidoCJSVREZLR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ism/JuniorGV09, author = {Sylvio Barbon Junior and Rodrigo Capobianco Guido and Lucimar Sasso Vieira}, title = {A Neural-Network Approach for Speech Features Classification Based on Paraconsistent Logic}, booktitle = {11th {IEEE} International Symposium on Multimedia, {ISM} 2009, San Diego, California, USA, December 14-16, 2009}, pages = {567--570}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ISM.2009.128}, doi = {10.1109/ISM.2009.128}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ism/JuniorGV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/GuidoJVSMPSF08, author = {Rodrigo Capobianco Guido and Sylvio Barbon Junior and Lucimar Sasso Vieira and Fabr{\'{\i}}cio Lopes Sanchez and Carlos Dias Maciel and Jose Carlos Pereira and Paulo Rog{\'{e}}rio Scalassara and Everthon Silva Fonseca}, title = {Introduction to the Discrete Shapelet Transform and a new paradigm: Joint time-frequency-shape analysis}, booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2008), 18-21 May 2008, Sheraton Seattle Hotel, Seattle, Washington, {USA}}, pages = {2893--2896}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ISCAS.2008.4542062}, doi = {10.1109/ISCAS.2008.4542062}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iscas/GuidoJVSMPSF08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ism/FantinatoGCSVJRSESMSP08, author = {Paulo C{\'{e}}sar Fantinato and Rodrigo Capobianco Guido and Shi{-}Huang Chen and Bruno Leonardo Silveira Santos and Lucimar Sasso Vieira and Sylvio Barbon Junior and Luciene Cavalcanti Rodrigues and Fabr{\'{\i}}cio Lopes Sanchez and Jo{\~{a}}o Paulo Lemos Escola and Leonardo Mendes de Souza and Carlos Dias Maciel and Paulo Rog{\'{e}}rio Scalassara and Jose Carlos Pereira}, title = {A Fractal-Based Approach for Speech Segmentation}, booktitle = {Tenth {IEEE} International Symposium on Multimedia (ISM2008), December 15-17, 2008, Berkeley, California, {USA}}, pages = {551--555}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ISM.2008.123}, doi = {10.1109/ISM.2008.123}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ism/FantinatoGCSVJRSESMSP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/GuidoVJSMFP07, author = {Rodrigo Capobianco Guido and Lucimar Sasso Vieira and Sylvio Barbon Junior and Fabr{\'{\i}}cio Lopes Sanchez and Carlos Dias Maciel and Everthon Silva Fonseca and Jose Carlos Pereira}, title = {A neural-wavelet architecture for voice conversion}, journal = {Neurocomputing}, volume = {71}, number = {1-3}, pages = {174--180}, year = {2007}, url = {https://doi.org/10.1016/j.neucom.2007.08.010}, doi = {10.1016/J.NEUCOM.2007.08.010}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/GuidoVJSMFP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijsc/GuidoJVSMSPP07, author = {Rodrigo Capobianco Guido and Sylvio Barbon Junior and Lucimar Sasso Vieira and Fabr{\'{\i}}cio Lopes Sanchez and Carlos Dias Maciel and Paulo Rog{\'{e}}rio Scalassara and Jose Carlos Pereira and Vitor Muller Puia}, title = {Spoken Document Summarization Based on Dynamic Time Warping and Wavelets}, journal = {Int. J. Semantic Comput.}, volume = {1}, number = {3}, pages = {347--357}, year = {2007}, url = {https://doi.org/10.1142/S1793351X07000214}, doi = {10.1142/S1793351X07000214}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijsc/GuidoJVSMSPP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/ScalassaraMGPFMJVS07, author = {Paulo Rog{\'{e}}rio Scalassara and Carlos Dias Maciel and Rodrigo Capobianco Guido and Jose Carlos Pereira and Everthon Silva Fonseca and Arlindo Neto Montagnoli and Sylvio Barbon Junior and Lucimar Sasso Vieira and Fabr{\'{\i}}cio Lopes Sanchez}, title = {Autoregressive decomposition and pole tracking applied to vocal fold nodule signals}, journal = {Pattern Recognit. Lett.}, volume = {28}, number = {11}, pages = {1360--1367}, year = {2007}, url = {https://doi.org/10.1016/j.patrec.2006.11.016}, doi = {10.1016/J.PATREC.2006.11.016}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/ScalassaraMGPFMJVS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ism/GuidoVJSGSSFPM06, author = {Rodrigo Capobianco Guido and Lucimar Sasso Vieira and Sylvio Barbon Junior and Fabr{\'{\i}}cio Lopes Sanchez and Marcio Borges Alonso Guilherme and Kim Inocencio Cesar Sergio and Thais Lorasqui Scarpa and Everthon Silva Fonseca and Jose Carlos Pereira and Mauricio Monteiro}, title = {A Fractal and Wavelet-Based Approach for Audio Coding}, booktitle = {Eigth {IEEE} International Symposium on Multimedia {(ISM} 2006), 11-13 December 2006, San Diego, CA, {USA}}, pages = {253--256}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ISM.2006.3}, doi = {10.1109/ISM.2006.3}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ism/GuidoVJSGSSFPM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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