BibTeX records: Ricardo M. Marcacini

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@article{DBLP:journals/ijon/GuimaraesSQMFBG24,
  author       = {Gabriel M. C. Guimar{\~{a}}es and
                  Felipe X. B. da Silva and
                  Andrei L. Queiroz and
                  Ricardo M. Marcacini and
                  Thiago de Paulo Faleiros and
                  Vinicius R. P. Borges and
                  Lu{\'{\i}}s P. F. Garcia},
  title        = {DODFMiner: An automated tool for Named Entity Recognition from Official
                  Gazettes},
  journal      = {Neurocomputing},
  volume       = {568},
  pages        = {127064},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.neucom.2023.127064},
  doi          = {10.1016/J.NEUCOM.2023.127064},
  timestamp    = {Fri, 26 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/GuimaraesSQMFBG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/GoloSRR0M23,
  author       = {Marcos Paulo Silva G{\^{o}}lo and
                  Mariana Caravanti de Souza and
                  Rafael Geraldeli Rossi and
                  Solange Oliveira Rezende and
                  Bruno Magalh{\~{a}}es Nogueira and
                  Ricardo Marcondes Marcacini},
  title        = {One-class learning for fake news detection through multimodal variational
                  autoencoders},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {122},
  pages        = {106088},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.engappai.2023.106088},
  doi          = {10.1016/J.ENGAPPAI.2023.106088},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eaai/GoloSRR0M23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TomitaLM23,
  author       = {Victor Akihito Kamada Tomita and
                  F{\'{a}}bio Manoel Fran{\c{c}}a Lobato and
                  Ricardo Marcondes Marcacini},
  title        = {Weak Supervision for Question and Answering Sentiment Analysis},
  booktitle    = {International Conference on Machine Learning and Applications, {ICMLA}
                  2023, Jacksonville, FL, USA, December 15-17, 2023},
  pages        = {1895--1900},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICMLA58977.2023.00287},
  doi          = {10.1109/ICMLA58977.2023.00287},
  timestamp    = {Tue, 02 Apr 2024 21:06:13 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/TomitaLM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MoraesM23,
  author       = {Marcelo Isaias de Moraes and
                  Ricardo Marcondes Marcacini},
  title        = {On the Use of Aggregation Functions for Semi-Supervised Network Embedding},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
                  Coast, Australia, June 18-23, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191468},
  doi          = {10.1109/IJCNN54540.2023.10191468},
  timestamp    = {Wed, 09 Aug 2023 16:25:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/MoraesM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbes/LimaBM23,
  author       = {Vitor Mesaque Alves de Lima and
                  Jacson Rodrigues Barbosa and
                  Ricardo Marcondes Marcacini},
  title        = {MApp-IDEA: Monitoring App for Issue Detection and Prioritization},
  booktitle    = {Proceedings of the {XXXVII} Brazilian Symposium on Software Engineering,
                  {SBES} 2023, Campo Grande, Brazil, September 25-29, 2023},
  pages        = {180--185},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3613372.3613417},
  doi          = {10.1145/3613372.3613417},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sbes/LimaBM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semco/CarmoMMVSP23,
  author       = {Paulo Viviurka Do Carmo and
                  Edgard Marx and
                  Ricardo M. Marcacini and
                  Marilia Valli and
                  Jo{\~{a}}o Victor Silva e Silva and
                  Alan Pilon},
  title        = {NatUKE: {A} Benchmark for Natural Product Knowledge Extraction from
                  Academic Literature},
  booktitle    = {17th {IEEE} International Conference on Semantic Computing, {ICSC}
                  2023, Laguna Hills, CA, USA, February 1-3, 2023},
  pages        = {199--203},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICSC56153.2023.00039},
  doi          = {10.1109/ICSC56153.2023.00039},
  timestamp    = {Wed, 29 Mar 2023 11:16:50 +0200},
  biburl       = {https://dblp.org/rec/conf/semco/CarmoMMVSP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/GoloMGM23,
  author       = {Marcos Paulo Silva G{\^{o}}lo and
                  Marcelo Isaias de Moraes and
                  Rudinei Goularte and
                  Ricardo Marcondes Marcacini},
  title        = {On the Use of Early Fusion Operators on Heterogeneous Graph Neural
                  Networks for One-Class Learning},
  booktitle    = {Proceedings of the 29th Brazilian Symposium on Multimedia and the
                  Web, WebMedia 2023, Ribeir{\~{a}}o Preto, Brazil, October 23-27, 2023},
  pages        = {128--136},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3617023.3617041},
  doi          = {10.1145/3617023.3617041},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/GoloMGM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/MinatelSSCML23,
  author       = {Diego Minatel and
                  N{\'{\i}}colas Roque dos Santos and
                  Angelo Cesar Mendes da Silva and
                  Mariana Curi and
                  Ricardo Marcondes Marcacini and
                  Alneu de Andrade Lopes},
  title        = {Unfairness in Machine Learning for Web Systems Applications},
  booktitle    = {Proceedings of the 29th Brazilian Symposium on Multimedia and the
                  Web, WebMedia 2023, Ribeir{\~{a}}o Preto, Brazil, October 23-27, 2023},
  pages        = {144--153},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3617023.3617043},
  doi          = {10.1145/3617023.3617043},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/MinatelSSCML23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14580,
  author       = {Lucas Rafael Stefanel Gris and
                  Ricardo M. Marcacini and
                  Arnaldo C{\^{a}}ndido J{\'{u}}nior and
                  Edresson Casanova and
                  Anderson da Silva Soares and
                  Sandra Maria Alu{\'{\i}}sio},
  title        = {Evaluating OpenAI's Whisper {ASR} for Punctuation Prediction and Topic
                  Modeling of life histories of the Museum of the Person},
  journal      = {CoRR},
  volume       = {abs/2305.14580},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14580},
  doi          = {10.48550/ARXIV.2305.14580},
  eprinttype    = {arXiv},
  eprint       = {2305.14580},
  timestamp    = {Wed, 08 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14580.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/AraujoGM22,
  author       = {Adailton Ferreira de Ara{\'{u}}jo and
                  Marcos P. S. G{\^{o}}lo and
                  Ricardo M. Marcacini},
  title        = {Opinion mining for app reviews: an analysis of textual representation
                  and predictive models},
  journal      = {Autom. Softw. Eng.},
  volume       = {29},
  number       = {1},
  pages        = {5},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10515-021-00301-1},
  doi          = {10.1007/S10515-021-00301-1},
  timestamp    = {Thu, 05 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ase/AraujoGM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SilvaSM22,
  author       = {Angelo Cesar Mendes da Silva and
                  Diego Furtado Silva and
                  Ricardo Marcondes Marcacini},
  title        = {Multimodal representation learning over heterogeneous networks for
                  tag-based music retrieval},
  journal      = {Expert Syst. Appl.},
  volume       = {207},
  pages        = {117969},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.117969},
  doi          = {10.1016/J.ESWA.2022.117969},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/SilvaSM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/GoloARM22,
  author       = {Marcos P. S. G{\^{o}}lo and
                  Adailton Ferreira Araujo and
                  Rafael Geraldeli Rossi and
                  Ricardo M. Marcacini},
  title        = {Detecting relevant app reviews for software evolution and maintenance
                  through multimodal one-class learning},
  journal      = {Inf. Softw. Technol.},
  volume       = {151},
  pages        = {106998},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.infsof.2022.106998},
  doi          = {10.1016/J.INFSOF.2022.106998},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/infsof/GoloARM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SouzaNRMSR22,
  author       = {Mariana Caravanti de Souza and
                  Bruno Magalh{\~{a}}es Nogueira and
                  Rafael Geraldeli Rossi and
                  Ricardo Marcondes Marcacini and
                  Brucce Neves dos Santos and
                  Solange Oliveira Rezende},
  title        = {A network-based positive and unlabeled learning approach for fake
                  news detection},
  journal      = {Mach. Learn.},
  volume       = {111},
  number       = {10},
  pages        = {3549--3592},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10994-021-06111-6},
  doi          = {10.1007/S10994-021-06111-6},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/SouzaNRMSR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/LimaAM22,
  author       = {Vitor Mesaque Alves de Lima and
                  Adailton Ferreira de Ara{\'{u}}jo and
                  Ricardo Marcondes Marcacini},
  title        = {Temporal dynamics of requirements engineering from mobile app reviews},
  journal      = {PeerJ Comput. Sci.},
  volume       = {8},
  pages        = {e874},
  year         = {2022},
  url          = {https://doi.org/10.7717/peerj-cs.874},
  doi          = {10.7717/PEERJ-CS.874},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/LimaAM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/FilhoMPMR22,
  author       = {Ivan J. Reis Filho and
                  Luiz H. D. Martins and
                  Antonio Rafael Sabino Parmezan and
                  Ricardo M. Marcacini and
                  Solange O. Rezende},
  editor       = {Jo{\~{a}}o Carlos Xavier Junior and
                  Ricardo Ara{\'{u}}jo Rios},
  title        = {Sequential Short-Text Classification from Multiple Textual Representations
                  with Weak Supervision},
  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        = {165--179},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-21686-2\_12},
  doi          = {10.1007/978-3-031-21686-2\_12},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/FilhoMPMR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RodriguesM22,
  author       = {Ana Carolina Rodrigues and
                  Ricardo M. Marcacini},
  editor       = {M. Arif Wani and
                  Mehmed M. Kantardzic and
                  Vasile Palade and
                  Daniel Neagu and
                  Longzhi Yang and
                  Kit Yan Chan},
  title        = {Sentence Similarity Recognition in Portuguese from Multiple Embedding
                  Models},
  booktitle    = {21st {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
  pages        = {154--159},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICMLA55696.2022.00029},
  doi          = {10.1109/ICMLA55696.2022.00029},
  timestamp    = {Wed, 29 Mar 2023 19:23:50 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/RodriguesM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/SilvaSM22,
  author       = {Angelo Cesar Mendes da Silva and
                  Diego Furtado Silva and
                  Ricardo Marcondes Marcacini},
  editor       = {Preeti Rao and
                  Hema A. Murthy and
                  Ajay Srinivasamurthy and
                  Rachel M. Bittner and
                  Rafael Caro Repetto and
                  Masataka Goto and
                  Xavier Serra and
                  Marius Miron},
  title        = {Heterogeneous Graph Neural Network for Music Emotion Recognition},
  booktitle    = {Proceedings of the 23rd International Society for Music Information
                  Retrieval Conference, {ISMIR} 2022, Bengaluru, India, December 4-8,
                  2022},
  pages        = {667--674},
  year         = {2022},
  url          = {https://archives.ismir.net/ismir2022/paper/000080.pdf},
  timestamp    = {Mon, 08 May 2023 14:44:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ismir/SilvaSM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/MarcaciniCC22,
  author       = {Ricardo M. Marcacini and
                  Arnaldo Candido Jr. and
                  Edresson Casanova},
  editor       = {Ricardo M. Marcacini and
                  Arnaldo Candido Jr. and
                  Edresson Casanova},
  title        = {Overview of the Automatic Speech Recognition for Spontaneous and Prepared
                  Speech {\&} Speech Emotion Recognition in Portuguese (S{\&}ER)
                  Shared-tasks at {PROPOR} 2022},
  booktitle    = {Proceedings of the Workshop on Automatic Speech Recognition for Spontaneous
                  and Prepared Speech {\&} Speech Emotion Recognition in Portuguese
                  co-located with 15th edition of the International Conference on the
                  Computational Processing of Portuguese {(PROPOR} 2022), Virtual Event,
                  Fortaleza, Brazil, March 22, 2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3175},
  pages        = {1--8},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {http://ceur-ws.org/Vol-3175/paper01.pdf},
  timestamp    = {Wed, 08 May 2024 12:56:35 +0200},
  biburl       = {https://dblp.org/rec/conf/propor/MarcaciniCC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/MoraesMG22,
  author       = {Leonardo Moraes and
                  Ricardo Marcondes Marcacini and
                  Rudinei Goularte},
  editor       = {Thiago Henrique Silva and
                  Leyza Baldo Dorini and
                  Jussara M. Almeida and
                  Humberto Torres Marques{-}Neto},
  title        = {Video Summarization using Text Subjectivity Classification},
  booktitle    = {WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba,
                  Brazil, November 7 - 11, 2022},
  pages        = {133--141},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3539637.3556998},
  doi          = {10.1145/3539637.3556998},
  timestamp    = {Thu, 29 Sep 2022 14:46:20 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/MoraesMG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/propor/2022ser,
  editor       = {Ricardo M. Marcacini and
                  Arnaldo Candido Jr. and
                  Edresson Casanova},
  title        = {Proceedings of the Workshop on Automatic Speech Recognition for Spontaneous
                  and Prepared Speech {\&} Speech Emotion Recognition in Portuguese
                  co-located with 15th edition of the International Conference on the
                  Computational Processing of Portuguese {(PROPOR} 2022), Virtual Event,
                  Fortaleza, Brazil, March 22, 2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3175},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {http://ceur-ws.org/Vol-3175},
  urn          = {urn:nbn:de:0074-3175-1},
  timestamp    = {Wed, 08 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/propor/2022ser.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00363,
  author       = {Jo{\~{a}}o Pedro Rodrigues Mattos and
                  Ricardo M. Marcacini},
  title        = {Semi-Supervised Graph Attention Networks for Event Representation
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2201.00363},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.00363},
  eprinttype    = {arXiv},
  eprint       = {2201.00363},
  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-00363.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05790,
  author       = {Guilherme Louren{\c{c}}o de Toledo and
                  Ricardo Marcondes Marcacini},
  title        = {Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment
                  Analysis},
  journal      = {CoRR},
  volume       = {abs/2210.05790},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.05790},
  doi          = {10.48550/ARXIV.2210.05790},
  eprinttype    = {arXiv},
  eprint       = {2210.05790},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-05790.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SantosMR21,
  author       = {Brucce Neves dos Santos and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Multi-Domain Aspect Extraction Using Bidirectional Encoder Representations
                  From Transformers},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {91604--91613},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3089099},
  doi          = {10.1109/ACCESS.2021.3089099},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/SantosMR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/PintoBM21,
  author       = {Ricardo A. M. Pinto and
                  Fl{\'{a}}via Cristina Bernardini and
                  Ricardo M. Marcacini},
  title        = {{PPM-HC:} a method for helping project portfolio management based
                  on topic hierarchy learnings},
  journal      = {Int. J. Bus. Intell. Data Min.},
  volume       = {18},
  number       = {3},
  pages        = {364--382},
  year         = {2021},
  url          = {https://doi.org/10.1504/IJBIDM.2021.114469},
  doi          = {10.1504/IJBIDM.2021.114469},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijbidm/PintoBM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CarmoM21,
  author       = {Paulo do Carmo and
                  Ricardo M. Marcacini},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Embedding propagation over heterogeneous event networks for link prediction},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {4812--4821},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671645},
  doi          = {10.1109/BIGDATA52589.2021.9671645},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/CarmoM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SouzaNRMR21,
  author       = {Mariana Caravanti de Souza and
                  Bruno M. Nogueira and
                  Rafael Geraldeli Rossi and
                  Ricardo M. Marcacini and
                  Solange O. Rezende},
  editor       = {Andr{\'{e}} Britto and
                  Karina Valdivia Delgado},
  title        = {A Heterogeneous Network-Based Positive and Unlabeled Learning Approach
                  to Detect Fake News},
  booktitle    = {Intelligent Systems - 10th Brazilian Conference, {BRACIS} 2021, Virtual
                  Event, November 29 - December 3, 2021, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13074},
  pages        = {3--18},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-91699-2\_1},
  doi          = {10.1007/978-3-030-91699-2\_1},
  timestamp    = {Thu, 13 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bracis/SouzaNRMR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MattosM21,
  author       = {Jo{\~{a}}o Pedro Rodrigues Mattos and
                  Ricardo M. Marcacini},
  editor       = {James Bailey and
                  Pauli Miettinen and
                  Yun Sing Koh and
                  Dacheng Tao and
                  Xindong Wu},
  title        = {Semi-Supervised Graph Attention Networks for Event Representation
                  Learning},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
                  New Zealand, December 7-10, 2021},
  pages        = {1234--1239},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDM51629.2021.00150},
  doi          = {10.1109/ICDM51629.2021.00150},
  timestamp    = {Mon, 31 Jan 2022 08:58:55 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/MattosM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AraujoM21,
  author       = {Adailton Ferreira de Ara{\'{u}}jo and
                  Ricardo Marcondes Marcacini},
  editor       = {Chih{-}Cheng Hung and
                  Jiman Hong and
                  Alessio Bechini and
                  Eunjee Song},
  title        = {{RE-BERT:} automatic extraction of software requirements from app
                  reviews using {BERT} language model},
  booktitle    = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
                  Event, Republic of Korea, March 22-26, 2021},
  pages        = {1321--1327},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3412841.3442006},
  doi          = {10.1145/3412841.3442006},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/AraujoM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbes/AraujoM21,
  author       = {Adailton Ferreira de Ara{\'{u}}jo and
                  Ricardo M. Marcacini},
  editor       = {Cristiano D. Vasconcellos and
                  Karina Girardi Roggia and
                  Vanessa Collere and
                  Paulo Bousfield},
  title        = {Hierarchical Cluster Labeling of Software Requirements using Contextual
                  Word Embeddings},
  booktitle    = {35th Brazilian Symposium on Software Engineering, {SBES} 2021, Joinville,
                  Santa Catarina, Brazil, 27 September 2021 - 1 October 2021},
  pages        = {297--302},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3474624.3477067},
  doi          = {10.1145/3474624.3477067},
  timestamp    = {Thu, 18 Aug 2022 13:45:55 +0200},
  biburl       = {https://dblp.org/rec/conf/sbes/AraujoM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/GoloCRRNM21,
  author       = {Marcos P. S. G{\^{o}}lo and
                  Mariana Caravanti de Souza and
                  Rafael Geraldeli Rossi and
                  Solange O. Rezende and
                  Bruno Magalh{\~{a}}es Nogueira and
                  Ricardo M. Marcacini},
  editor       = {Adriano C{\'{e}}sar Machado Pereira and
                  Leonardo Chaves Dutra da Rocha},
  title        = {Learning Textual Representations from Multiple Modalities to Detect
                  Fake News Through One-Class Learning},
  booktitle    = {WebMedia '21: Brazilian Symposium on Multimedia and the Web, Belo
                  Horizonte, Minas Gerais, Brazil, November 5-12, 2021},
  pages        = {197--204},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3470482.3479634},
  doi          = {10.1145/3470482.3479634},
  timestamp    = {Thu, 05 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/GoloCRRNM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/GonzagaMM21,
  author       = {Victor Machado Gonzaga and
                  Nils Murrugarra{-}Llerena and
                  Ricardo M. Marcacini},
  editor       = {Adriano C{\'{e}}sar Machado Pereira and
                  Leonardo Chaves Dutra da Rocha},
  title        = {Multimodal intent classification with incomplete modalities using
                  text embedding propagation},
  booktitle    = {WebMedia '21: Brazilian Symposium on Multimedia and the Web, Belo
                  Horizonte, Minas Gerais, Brazil, November 5-12, 2021},
  pages        = {217--220},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3470482.3479636},
  doi          = {10.1145/3470482.3479636},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webmedia/GonzagaMM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/SundermannPTMDR20,
  author       = {Camila Vaccari Sundermann and
                  Renan de Padua and
                  V{\'{\i}}tor Rodrigues Tonon and
                  Ricardo Marcondes Marcacini and
                  Marcos Aur{\'{e}}lio Domingues and
                  Solange Oliveira Rezende},
  title        = {A context-aware recommender method based on text and opinion mining},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {37},
  number       = {6},
  year         = {2020},
  url          = {https://doi.org/10.1111/exsy.12618},
  doi          = {10.1111/EXSY.12618},
  timestamp    = {Thu, 31 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/es/SundermannPTMDR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SantosRRM20,
  author       = {Brucce Neves dos Santos and
                  Rafael Geraldeli Rossi and
                  Solange Oliveira Rezende and
                  Ricardo Marcondes Marcacini},
  title        = {A two-stage regularization framework for heterogeneous event networks},
  journal      = {Pattern Recognit. Lett.},
  volume       = {138},
  pages        = {490--496},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.patrec.2020.08.019},
  doi          = {10.1016/J.PATREC.2020.08.019},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/SantosRRM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/SilvaSM20,
  author       = {Angelo Cesar Mendes da Silva and
                  Diego Furtado Silva and
                  Ricardo Marcondes Marcacini},
  editor       = {Carlos de Salles Soares Neto},
  title        = {4MuLA: {A} Multitask, Multimodal, and Multilingual Dataset of Music
                  Lyrics and Audio Features},
  booktitle    = {WebMedia '20: Brazillian Symposium on Multimedia and the Web, S{\~{a}}o
                  Lu{\'{\i}}s, Brazil, November 30 - December 4, 2020},
  pages        = {145--148},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3428658.3431089},
  doi          = {10.1145/3428658.3431089},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/webmedia/SilvaSM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/SundermannDSMR19,
  author       = {Camila Vaccari Sundermann and
                  Marcos Aur{\'{e}}lio Domingues and
                  Roberta Akemi Sinoara and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Using Opinion Mining in Context-Aware Recommender Systems: {A} Systematic
                  Review},
  journal      = {Inf.},
  volume       = {10},
  number       = {2},
  pages        = {42},
  year         = {2019},
  url          = {https://doi.org/10.3390/info10020042},
  doi          = {10.3390/INFO10020042},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/information/SundermannDSMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/TononOOLSMR19,
  author       = {V{\'{\i}}tor Rodrigues Tonon and
                  Cintia Carvalho Oliveira and
                  Daniele Carvalho Oliveira and
                  Alneu de Andrade Lopes and
                  Roberta Akemi Sinoara and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Improving Recommendations by Using a Heterogeneous Network and User's
                  Reviews},
  booktitle    = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
                  Brazil, October 15-18, 2019},
  pages        = {639--644},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BRACIS.2019.00117},
  doi          = {10.1109/BRACIS.2019.00117},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/TononOOLSMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SantosMR19,
  author       = {Brucce Neves dos Santos and
                  Ricardo M. Marcacini and
                  Solange O. Rezende},
  title        = {A Sampling-Based Framework for Transductive Classification in Information
                  Networks},
  booktitle    = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
                  Brazil, October 15-18, 2019},
  pages        = {657--662},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BRACIS.2019.00120},
  doi          = {10.1109/BRACIS.2019.00120},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/SantosMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vem/BarbosaMBSRVD19,
  author       = {Jacson Rodrigues Barbosa and
                  Ricardo Marcondes Marcacini and
                  Ricardo Britto and
                  Frederico Soares and
                  Solange O. Rezende and
                  Auri M. R. Vincenzi and
                  M{\'{a}}rcio E. Delamaro},
  editor       = {Fernando Castor and
                  Igor Scaliante Wiese},
  title        = {{BULNER:} BUg Localization with word embeddings and NEtwork Regularization},
  booktitle    = {{VII} Workshop on Software Visualization, Evolution and Maintenance,
                  {VEM} 2019, Salvador, Bahia, Brazil, September 25, 2019},
  pages        = {21--28},
  publisher    = {Sociedade Brasileira de Computa{\c{c}}{\~{a}}o},
  year         = {2019},
  url          = {https://doi.org/10.5753/vem.2019.7580},
  doi          = {10.5753/VEM.2019.7580},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vem/BarbosaMBSRVD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09876,
  author       = {Jacson Rodrigues Barbosa and
                  Ricardo Marcondes Marcacini and
                  Ricardo Britto and
                  Frederico Soares and
                  Solange Oliveira Rezende and
                  Auri M. R. Vincenzi and
                  M{\'{a}}rcio E. Delamaro},
  title        = {{BULNER:} BUg Localization with word embeddings and NEtwork Regularization},
  journal      = {CoRR},
  volume       = {abs/1908.09876},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.09876},
  eprinttype    = {arXiv},
  eprint       = {1908.09876},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-09876.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MarcaciniRMR18,
  author       = {Ricardo Marcondes Marcacini and
                  Rafael Geraldeli Rossi and
                  Ivone Penque Matsuno and
                  Solange Oliveira Rezende},
  title        = {Cross-domain aspect extraction for sentiment analysis: {A} transductive
                  learning approach},
  journal      = {Decis. Support Syst.},
  volume       = {114},
  pages        = {70--80},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.dss.2018.08.009},
  doi          = {10.1016/J.DSS.2018.08.009},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dss/MarcaciniRMR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clei/RodriguesRMM18,
  author       = {Lusas S. Rodrigues and
                  Solange O. Rezende and
                  Maria Fernanda Moura and
                  Ricardo M. Marcacini},
  title        = {Agribusiness Time Series Forecasting using Perceptually Important
                  Events},
  booktitle    = {{XLIV} Latin American Computer Conference, {CLEI} 2018, S{\~{a}}o
                  Paulo, Brazil, October 1-5, 2018},
  pages        = {268--277},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/CLEI.2018.00040},
  doi          = {10.1109/CLEI.2018.00040},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/clei/RodriguesRMM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MaxMM18,
  author       = {Eduardo Zarate Max and
                  Ricardo Marcondes Marcacini and
                  Edson Takashi Matsubara},
  title        = {Improving Instance Selection via Metric Learning},
  booktitle    = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
                  Rio de Janeiro, Brazil, July 8-13, 2018},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IJCNN.2018.8489322},
  doi          = {10.1109/IJCNN.2018.8489322},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/MaxMM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/FlorenceNM17,
  author       = {Ronaldo Florence and
                  Bruno M. Nogueira and
                  Ricardo M. Marcacini},
  editor       = {Bipin C. Desai and
                  Jun Hong and
                  Richard McClatchey},
  title        = {Constrained Hierarchical Clustering for News Events},
  booktitle    = {Proceedings of the 21st International Database Engineering {\&}
                  Applications Symposium, {IDEAS} 2017, Bristol, United Kingdom, July
                  12-14, 2017},
  pages        = {49--56},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3105831.3105859},
  doi          = {10.1145/3105831.3105859},
  timestamp    = {Thu, 13 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideas/FlorenceNM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NogueiraTM17,
  author       = {Bruno Magalh{\~{a}}es Nogueira and
                  Yuri Karan Benevides Tomas and
                  Ricardo Marcondes Marcacini},
  title        = {Integrating distance metric learning and cluster-level constraints
                  in semi-supervised clustering},
  booktitle    = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
                  Anchorage, AK, USA, May 14-19, 2017},
  pages        = {4118--4125},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IJCNN.2017.7966376},
  doi          = {10.1109/IJCNN.2017.7966376},
  timestamp    = {Thu, 13 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/NogueiraTM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/SantosRM17,
  author       = {Brucce Neves dos Santos and
                  Rafael Geraldeli Rossi and
                  Ricardo Marcondes Marcacini},
  editor       = {Valter Roesler and
                  Jos{\'{e}} Valdeni de Lima and
                  Celso Alberto Saibel Santos and
                  Roberto Willrich},
  title        = {Transductive Event Classification through Heterogeneous Networks},
  booktitle    = {Proceedings of the 23rd Brazillian Symposium on Multimedia and the
                  Web, Webmedia 2017, Gramado, Brazil, October 17 - 20, 2017},
  pages        = {285--292},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3126858.3126893},
  doi          = {10.1145/3126858.3126893},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webmedia/SantosRM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FerreiraM17,
  author       = {Rodrigo M. Ferreira and
                  Ricardo M. Marcacini},
  title        = {Evaluation of Classifiers for Image Segmentation: Applications for
                  Eucalypt Forest Inventory},
  journal      = {CoRR},
  volume       = {abs/1703.09436},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.09436},
  eprinttype    = {arXiv},
  eprint       = {1703.09436},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FerreiraM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/MatsunoRMR16,
  author       = {Ivone Penque Matsuno and
                  Rafael Geraldeli Rossi and
                  Ricardo M. Marcacini and
                  Solange O. Rezende},
  title        = {Aspect-based Sentiment Analysis using Semi-supervised Learning in
                  Bipartite Heterogeneous Networks},
  journal      = {J. Inf. Data Manag.},
  volume       = {7},
  number       = {2},
  pages        = {141--154},
  year         = {2016},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1584},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/MatsunoRMR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MarcaciniCD16,
  author       = {Ricardo M. Marcacini and
                  Julio C. Carnevali and
                  Joao Domingos},
  title        = {On combining Websensors and {DTW} distance for kNN Time Series Forecasting},
  booktitle    = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
                  Canc{\'{u}}n, Mexico, December 4-8, 2016},
  pages        = {2521--2525},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICPR.2016.7900015},
  doi          = {10.1109/ICPR.2016.7900015},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/MarcaciniCD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webmedia/FariasMMR16,
  author       = {Darlan Santana Farias and
                  Ivone Penque Matsuno and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  editor       = {F{\'{a}}bio de Jesus Lima Gomes and
                  Ricardo de Andrade Lira Rabelo and
                  Carlos de Salles Soares Neto and
                  Roberto Willrich and
                  C{\'{e}}sar Augusto Camillo Teixeira and
                  Jussara Marques de Almeida and
                  Windson Viana de Carvalho},
  title        = {Opinion-meter: {A} Framework for Aspect-Based Sentiment Analysis},
  booktitle    = {Proceedings of the 22nd Brazilian Symposium on Multimedia and the
                  Web, Webmedia 2016, Teresina, Piau{\'{\i}} State, Brazil, November
                  8-11, 2016},
  pages        = {351--354},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2976796.2988214},
  doi          = {10.1145/2976796.2988214},
  timestamp    = {Tue, 06 Nov 2018 16:57:24 +0100},
  biburl       = {https://dblp.org/rec/conf/webmedia/FariasMMR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CorreaMHR15,
  author       = {Geraldo N. Correa and
                  Ricardo M. Marcacini and
                  Eduardo R. Hruschka and
                  Solange Oliveira Rezende},
  title        = {Interactive textual feature selection for consensus clustering},
  journal      = {Pattern Recognit. Lett.},
  volume       = {52},
  pages        = {25--31},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.patrec.2014.09.008},
  doi          = {10.1016/J.PATREC.2014.09.008},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/CorreaMHR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SundermannDMR15,
  author       = {Camila Vaccari Sundermann and
                  Marcos Aur{\'{e}}lio Domingues and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Combining Privileged Information to Improve Context-Aware Recommender
                  Systems},
  journal      = {CoRR},
  volume       = {abs/1511.02290},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.02290},
  eprinttype    = {arXiv},
  eprint       = {1511.02290},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/SundermannDMR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Marcacini14,
  author       = {Ricardo Marcondes Marcacini},
  title        = {Machine learning with privileged information: approaches for hierarchical
                  text clustering (Aprendizado de m{\'{a}}quina com informa{\c{c}}{\~{a}}o
                  privilegiada: abordagens para agrupamento hier{\'{a}}rquico de
                  textos)},
  school       = {University of S{\~{a}}o Paulo, Brazil},
  year         = {2014},
  url          = {http://www.teses.usp.br/teses/disponiveis/55/55134/tde-05082015-094733/},
  timestamp    = {Sun, 15 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ndltd/Marcacini14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/BoninMR14,
  author       = {Rafael Bonin and
                  Ricardo M. Marcacini and
                  Solange O. Rezende},
  title        = {Unsupervised Instance Selection from Text Streams},
  journal      = {J. Inf. Data Manag.},
  volume       = {5},
  number       = {1},
  pages        = {114--123},
  year         = {2014},
  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1525},
  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jidm/BoninMR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SundermannDMR14,
  author       = {Camila Vaccari Sundermann and
                  Marcos Aur{\'{e}}lio Domingues and
                  Ricardo M. Marcacini and
                  Solange Oliveira Rezende},
  title        = {Using Topic Hierarchies with Privileged Information to Improve Context-Aware
                  Recommender Systems},
  booktitle    = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
                  Paulo, Brazil, October 18-22, 2014},
  pages        = {61--66},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/BRACIS.2014.22},
  doi          = {10.1109/BRACIS.2014.22},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/SundermannDMR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DominguesMMSR14,
  author       = {Marcos Aur{\'{e}}lio Domingues and
                  Marcelo Garcia Manzato and
                  Ricardo Marcondes Marcacini and
                  Camila Vaccari Sundermann and
                  Solange Oliveira Rezende},
  title        = {Using Contextual Information from Topic Hierarchies to Improve Context-Aware
                  Recommender Systems},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {3606--3611},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.620},
  doi          = {10.1109/ICPR.2014.620},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/DominguesMMSR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MarcaciniDHR14,
  author       = {Ricardo Marcondes Marcacini and
                  Marcos Aur{\'{e}}lio Domingues and
                  Eduardo R. Hruschka and
                  Solange Oliveira Rezende},
  title        = {Privileged Information for Hierarchical Document Clustering: {A} Metric
                  Learning Approach},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {3636--3641},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.625},
  doi          = {10.1109/ICPR.2014.625},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/MarcaciniDHR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ManzatoDMR14,
  author       = {Marcelo Garcia Manzato and
                  Marcos Aur{\'{e}}lio Domingues and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Improving Personalized Ranking in Recommender Systems with Topic Hierarchies
                  and Implicit Feedback},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {3696--3701},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.635},
  doi          = {10.1109/ICPR.2014.635},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/ManzatoDMR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/SinoaraSMDR14,
  author       = {Roberta Akemi Sinoara and
                  Camila Vaccari Sundermann and
                  Ricardo M. Marcacini and
                  Marcos Aur{\'{e}}lio Domingues and
                  Solange O. Rezende},
  editor       = {Bipin C. Desai and
                  Ana Maria Almeida and
                  Jorge Bernardino and
                  Elsa Ferreira Gomes},
  title        = {Named entities as privileged information for hierarchical text clustering},
  booktitle    = {18th International Database Engineering {\&} Applications Symposium,
                  {IDEAS} 2014, Porto, Portugal, July 7-9, 2014},
  pages        = {57--66},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2628194.2628225},
  doi          = {10.1145/2628194.2628225},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideas/SinoaraSMDR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/la-web/LimaMLCT14,
  author       = {Vitor Mesaque Alves de Lima and
                  Ricardo Marcondes Marcacini and
                  Marcelo Henrique Pereira Lima and
                  Maria Istela Cagnin and
                  Marcelo Augusto Santos Turine},
  editor       = {Jussara M. Almeida and
                  {\'{A}}lvaro R. Pereira Jr. and
                  Ricardo Baeza{-}Yates and
                  Fabr{\'{\i}}cio Benevenuto},
  title        = {A Generation Environment for Front-End Layer in e-Government Content
                  Management Systems},
  booktitle    = {9th Latin American Web Congress, {LA-WEB} 2014, Ouro Preto, Minas
                  Gerais, Brazil, 22-24 October, 2014},
  pages        = {119--123},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/LAWeb.2014.20},
  doi          = {10.1109/LAWEB.2014.20},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/la-web/LimaMLCT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/DominguesSMMR14,
  author       = {Marcos Aur{\'{e}}lio Domingues and
                  Camila Vaccari Sundermann and
                  Marcelo Garcia Manzato and
                  Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  title        = {Exploiting Text Mining Techniques for Contextual Recommendations},
  booktitle    = {2014 {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence
                  {(WI)} and Intelligent Agent Technologies (IAT), Warsaw, Poland, August
                  11-14, 2014 - Volume {I}},
  pages        = {210--217},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/WI-IAT.2014.100},
  doi          = {10.1109/WI-IAT.2014.100},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/DominguesSMMR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/MarcaciniR13,
  author       = {Ricardo Marcondes Marcacini and
                  Solange Oliveira Rezende},
  editor       = {Simone Marinai and
                  Kim Marriott},
  title        = {Incremental hierarchical text clustering with privileged information},
  booktitle    = {{ACM} Symposium on Document Engineering 2013, DocEng '13, Florence,
                  Italy, September 10-13, 2013},
  pages        = {231--232},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2494266.2494296},
  doi          = {10.1145/2494266.2494296},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/doceng/MarcaciniR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MarcaciniDR13,
  author       = {Ricardo M. Marcacini and
                  Marcos Aur{\'{e}}lio Domingues and
                  Solange Oliveira Rezende},
  editor       = {Leslie Carr and
                  Alberto H. F. Laender and
                  Bernadette Farias L{\'{o}}scio and
                  Irwin King and
                  Marcus Fontoura and
                  Denny Vrandecic and
                  Lora Aroyo and
                  Jos{\'{e}} Palazzo M. de Oliveira and
                  Fernanda Lima and
                  Erik Wilde},
  title        = {Improving consensus clustering of texts using interactive feature
                  selection},
  booktitle    = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
                  Brazil, May 13-17, 2013, Companion Volume},
  pages        = {237--238},
  publisher    = {International World Wide Web Conferences Steering Committee / {ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2487788.2487910},
  doi          = {10.1145/2487788.2487910},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/MarcaciniDR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MarcaciniCR12,
  author       = {Ricardo M. Marcacini and
                  Geraldo N. Correa and
                  Solange O. Rezende},
  title        = {An active learning approach to frequent itemset-based text clustering},
  booktitle    = {Proceedings of the 21st International Conference on Pattern Recognition,
                  {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
  pages        = {3529--3532},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://ieeexplore.ieee.org/document/6460926/},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/MarcaciniCR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/MarcaciniHR12,
  author       = {Ricardo M. Marcacini and
                  Eduardo R. Hruschka and
                  Solange O. Rezende},
  editor       = {Leliane Nunes de Barros and
                  Marcelo Finger and
                  Aurora T. R. Pozo and
                  Gustavo Alberto Gim{\'{e}}nez Lugo and
                  Marcos A. Castilho},
  title        = {On the Use of Consensus Clustering for Incremental Learning of Topic
                  Hierarchies},
  booktitle    = {Advances in Artificial Intelligence - {SBIA} 2012 - 21th Brazilian
                  Symposium on Artificial Intelligence, Curitiba, Brazil, October 20-25,
                  2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7589},
  pages        = {112--121},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34459-6\_12},
  doi          = {10.1007/978-3-642-34459-6\_12},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/sbia/MarcaciniHR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/MarcaciniR10,
  author       = {Ricardo M. Marcacini and
                  Solange O. Rezende},
  title        = {Incremental Construction of Topic Hierarchies using Hierarchical Term
                  Clustering},
  booktitle    = {Proceedings of the 22nd International Conference on Software Engineering
                  {\&} Knowledge Engineering (SEKE'2010), Redwood City, San Francisco
                  Bay, CA, USA, July 1 - July 3, 2010},
  pages        = {553},
  publisher    = {Knowledge Systems Institute Graduate School},
  year         = {2010},
  timestamp    = {Thu, 12 Mar 2020 11:30:50 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/MarcaciniR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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