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ORCIDBibTeX records: Ricardo Cerri
@article{DBLP:journals/asc/SilvaRMSCB24,
author = {Cleber A. C. F. da Silva and
Daniel Carneiro Rosa and
P{\'{e}}ricles B. C. de Miranda and
Tapas Si and
Ricardo Cerri and
M{\'{a}}rcio P. Basgalupp},
title = {Automated {CNN} optimization using multi-objective grammatical evolution},
journal = {Appl. Soft Comput.},
volume = {151},
pages = {111124},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111124},
doi = {10.1016/J.ASOC.2023.111124},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/SilvaRMSCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/ValleMC23,
author = {Aline Marques Del Valle and
Rafael Gomes Mantovani and
Ricardo Cerri},
title = {A systematic literature review on AutoML for multi-target learning
tasks},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {{S2}},
pages = {2013--2052},
year = {2023},
url = {https://doi.org/10.1007/s10462-023-10569-2},
doi = {10.1007/S10462-023-10569-2},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/ValleMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CostaFSGC23,
author = {Joel D. Costa and
Elaine R. Faria and
Jonathan de Andrade Silva and
Jo{\~{a}}o Gama and
Ricardo Cerri},
title = {Novelty detection for multi-label stream classification under extreme
verification latency},
journal = {Appl. Soft Comput.},
volume = {141},
pages = {110265},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110265},
doi = {10.1016/J.ASOC.2023.110265},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/CostaFSGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/FerrandinC23,
author = {Mauri Ferrandin and
Ricardo Cerri},
title = {Multi-label classification via closed frequent labelsets and label
taxonomies},
journal = {Soft Comput.},
volume = {27},
number = {13},
pages = {8627--8660},
year = {2023},
url = {https://doi.org/10.1007/s00500-023-08048-5},
doi = {10.1007/S00500-023-08048-5},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/FerrandinC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/GattoVFC23,
author = {Elaine Cec{\'{\i}}lia Gatto and
Alan Dem{\'{e}}trius Baria Valejo and
Mauri Ferrandin and
Ricardo Cerri},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {Community Detection for Multi-label Classification},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14195},
pages = {78--93},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45368-7\_6},
doi = {10.1007/978-3-031-45368-7\_6},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/GattoVFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilvaC23,
author = {Rodney Renato de Souza Silva and
Ricardo Cerri},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {Constructive Machine Learning and Hierarchical Multi-label Classification
for Molecules Design},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14196},
pages = {276--290},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45389-2\_19},
doi = {10.1007/978-3-031-45389-2\_19},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/SilvaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ValleMC23,
author = {Aline Marques Del Valle and
Rafael Gomes Mantovani and
Ricardo Cerri},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {AutoMMLC: An Automated and Multi-objective Method for Multi-label
Classification},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14196},
pages = {291--306},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45389-2\_20},
doi = {10.1007/978-3-031-45389-2\_20},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/ValleMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosSNSC23,
author = {Bruna Zamith Santos and
Balbina Maria Araujo Soriano and
Marcelo Gon{\c{c}}alves Narciso and
Diego Furtado Silva and
Ricardo Cerri},
title = {A New Time Series Framework for Forest Fire Risk Forecasting and Classification},
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/IJCNN54540.2023.10191502},
doi = {10.1109/IJCNN54540.2023.10191502},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosSNSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AlvesIC23,
author = {Andr{\'{e}} Hallwas Ribeiro Alves and
Pedro Ilidio and
Ricardo Cerri},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {Semi-Supervised Hybrid Predictive Bi-Clustering Trees for Drug-Target
Interaction Prediction},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {1163--1170},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3578606},
doi = {10.1145/3555776.3578606},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/AlvesIC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MirandaSBC22,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
M{\'{a}}rcio Porto Basgalupp and
Ricardo Cerri},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {A new grammatical evolution method for generating deep convolutional
neural networks with novel topologies},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {663--666},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3529025},
doi = {10.1145/3520304.3529025},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MirandaSBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CerriFG22,
author = {Ricardo Cerri and
Elaine R. Faria and
Jo{\~{a}}o Gama},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {An Algorithm Adaptation Method for Multi-Label Stream Classification
using Self-Organizing Maps},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {1071--1076},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00276},
doi = {10.1109/ICMLA55696.2022.00276},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CerriFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlvesC22,
author = {Andr{\'{e}} Hallwas Ribeiro Alves and
Ricardo Cerri},
title = {A Two-step Model for Drug-Target Interaction Prediction with Predictive
Bi-Clustering Trees and XGBoost},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892740},
doi = {10.1109/IJCNN55064.2022.9892740},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AlvesC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MirandaSC21,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
Ricardo Cerri},
title = {Preventing the generation of inconsistent sets of crisp classification
rules},
journal = {Expert Syst. Appl.},
volume = {165},
pages = {113811},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.113811},
doi = {10.1016/J.ESWA.2020.113811},
timestamp = {Fri, 18 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/MirandaSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BasgaluppCSTV21,
author = {M{\'{a}}rcio P. Basgalupp and
Ricardo Cerri and
Leander Schietgat and
Isaac Triguero and
Celine Vens},
title = {Beyond global and local multi-target learning},
journal = {Inf. Sci.},
volume = {579},
pages = {508--524},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.08.022},
doi = {10.1016/J.INS.2021.08.022},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/BasgaluppCSTV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ZuvanovGCBFCTPR21,
author = {Lu{\'{\i}}za Zuvanov and
Ana Letycia Basso Garcia and
Fernando Henrique Correr and
Rodolfo Bizarria Jr. and
Ailton Pereira da Costa Filho and
Alisson Hayasi da Costa and
Andr{\'{e}}a T. Thomaz and
Ana Lucia Mendes Pinheiro and
Diego Mauricio Ria{\~{n}}o{-}Pach{\'{o}}n and
Flavia Vischi Winck and
Franciele Grego Esteves and
Gabriel Rodrigues Alves Margarido and
Giovanna Maria Stanfoca Casagrande and
Henrique Cordeiro Frajacomo and
Leonardo Martins and
Mariana Feitosa Cavalheiro and
Nathalia Graf Grachet and
Raniere Gaia Costa da Silva and
Ricardo Cerri and
Rommel Thiago Juca Ramos and
Simone Daniela Sartorio de Medeiros and
Thayana Vieira Tavares and
Renato Augusto Corr{\^{e}}a dos Santos},
title = {The experience of teaching introductory programming skills to bioscientists
in Brazil},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {11},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1009534},
doi = {10.1371/JOURNAL.PCBI.1009534},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/ZuvanovGCBFCTPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SilvaC21,
author = {Luan V. M. da Silva and
Ricardo Cerri},
editor = {Pedro Henriques Abreu and
Pedro Pereira Rodrigues and
Alberto Fern{\'{a}}ndez and
Jo{\~{a}}o Gama},
title = {Feature Selection for Hierarchical Multi-label Classification},
booktitle = {Advances in Intelligent Data Analysis {XIX} - 19th International Symposium
on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28,
2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12695},
pages = {196--208},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-74251-5\_16},
doi = {10.1007/978-3-030-74251-5\_16},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SilvaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CambuiMC21,
author = {Brendon Gouveia Cambu{\'{\i}} and
Rafael Gomes Mantovani and
Ricardo Cerri},
title = {Exploring Autoencoders for Feature Extraction in Multi-Target Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533976},
doi = {10.1109/IJCNN52387.2021.9533976},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CambuiMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GattoFC21,
author = {Elaine Cec{\'{\i}}lia Gatto and
Mauri Ferrandin and
Ricardo Cerri},
title = {Exploring Label Correlations for Partitioning the Label Space in Multi-label
Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533331},
doi = {10.1109/IJCNN52387.2021.9533331},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GattoFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CerriJF021,
author = {Ricardo Cerri and
Joel David Costa J{\'{u}}nior and
Elaine R. Faria and
Jo{\~{a}}o Gama},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {A new self-organizing map based algorithm for multi-label stream classification},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {418--426},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441922},
doi = {10.1145/3412841.3441922},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/CerriJF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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/datamine/NakanoCV20,
author = {Felipe Kenji Nakano and
Ricardo Cerri and
Celine Vens},
title = {Active learning for hierarchical multi-label classification},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {5},
pages = {1496--1530},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00704-w},
doi = {10.1007/S10618-020-00704-W},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/NakanoCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MirandaSBJC20,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
M{\'{a}}rcio Porto Basgalupp and
Yaochu Jin and
Ricardo Cerri},
editor = {Carlos Artemio Coello Coello},
title = {Generation of consistent sets of multi-label classification rules
with a multi-objective evolutionary algorithm},
booktitle = {{GECCO} '20: Genetic and Evolutionary Computation Conference, Companion
Volume, Canc{\'{u}}n, Mexico, July 8-12, 2020},
pages = {143--144},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377929.3390065},
doi = {10.1145/3377929.3390065},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MirandaSBJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SantosNCV20,
author = {Bruna Zamith Santos and
Felipe Kenji Nakano and
Ricardo Cerri and
Celine Vens},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Predictive Bi-clustering Trees for Hierarchical Multi-label Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {701--718},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_42},
doi = {10.1007/978-3-030-67664-3\_42},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SantosNCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bracis/2020,
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {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},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61377-8},
doi = {10.1007/978-3-030-61377-8},
isbn = {978-3-030-61376-1},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bracis/2020-2,
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {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},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8},
doi = {10.1007/978-3-030-61380-8},
isbn = {978-3-030-61379-2},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/2020-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12526,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
M{\'{a}}rcio Porto Basgalupp and
Yaochu Jin and
Ricardo Cerri},
title = {Generation of Consistent Sets of Multi-Label Classification Rules
with a Multi-Objective Evolutionary Algorithm},
journal = {CoRR},
volume = {abs/2003.12526},
year = {2020},
url = {https://arxiv.org/abs/2003.12526},
eprinttype = {arXiv},
eprint = {2003.12526},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09397,
author = {Ricardo Cerri and
Joel David Costa J{\'{u}}nior and
Elaine Ribeiro de Faria Paiva and
Jo{\~{a}}o Manuel Portela da Gama},
title = {Multi-label Stream Classification with Self-Organizing Maps},
journal = {CoRR},
volume = {abs/2004.09397},
year = {2020},
url = {https://arxiv.org/abs/2004.09397},
eprinttype = {arXiv},
eprint = {2004.09397},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CerriBBC19,
author = {Ricardo Cerri and
M{\'{a}}rcio P. Basgalupp and
Rodrigo C. Barros and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Inducing Hierarchical Multi-label Classification rules with Genetic
Algorithms},
journal = {Appl. Soft Comput.},
volume = {77},
pages = {584--604},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2019.01.017},
doi = {10.1016/J.ASOC.2019.01.017},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/CerriBBC19.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/bnaic/NakanoC19,
author = {Felipe Kenji Nakano and
Ricardo Cerri},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Hierarchical Classification of Transposable Elements},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract19.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:44 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/NakanoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/JuniorFSGC19,
author = {Joel D. Costa J{\'{u}}nior and
Elaine Ribeiro de Faria and
Jonathan de Andrade Silva and
Jo{\~{a}}o Gama and
Ricardo Cerri},
title = {Novelty Detection for Multi-Label Stream Classification},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {144--149},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00034},
doi = {10.1109/BRACIS.2019.00034},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/JuniorFSGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/PereiraGC19,
author = {Gean Trindade Pereira and
Paulo Henrique Ribeiro Gabriel and
Ricardo Cerri},
editor = {Paulo Moura Oliveira and
Paulo Novais and
Lu{\'{\i}}s Paulo Reis},
title = {Hierarchical Classification of Transposable Elements with a Weighted
Genetic Algorithm},
booktitle = {Progress in Artificial Intelligence - 19th {EPIA} Conference on Artificial
Intelligence, {EPIA} 2019, Vila Real, Portugal, September 3-6, 2019,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11804},
pages = {737--749},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30241-2\_61},
doi = {10.1007/978-3-030-30241-2\_61},
timestamp = {Sat, 04 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/PereiraGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/PereiraGC19,
author = {Gean Trindade Pereira and
Paulo Henrique Ribeiro Gabriel and
Ricardo Cerri},
editor = {Anne Auger and
Thomas St{\"{u}}tzle},
title = {A lexicographic genetic algorithm for hierarchical classification
rule induction},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
pages = {846--854},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3321707.3321863},
doi = {10.1145/3321707.3321863},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/PereiraGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JuniorFSGC19,
author = {Joel D. Costa J{\'{u}}nior and
Elaine R. Faria and
Jonathan de Andrade Silva and
Jo{\~{a}}o Gama and
Ricardo Cerri},
title = {Pruned Sets for Multi-Label Stream Classification without True Labels},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851788},
doi = {10.1109/IJCNN.2019.8851788},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JuniorFSGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09652,
author = {Thiago Zafalon Miranda and
Diorge Brognara Sardinha and
Ricardo Cerri},
title = {Preventing the Generation of Inconsistent Sets of Classification Rules},
journal = {CoRR},
volume = {abs/1908.09652},
year = {2019},
url = {http://arxiv.org/abs/1908.09652},
eprinttype = {arXiv},
eprint = {1908.09652},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09652.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/jidm/BraynerHC18,
author = {Angelo Brayner and
Maristela Holanda and
Ricardo Cerri},
title = {frontmatter},
journal = {J. Inf. Data Manag.},
volume = {9},
number = {2},
pages = {107},
year = {2018},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1646},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/BraynerHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/PereiraC18,
author = {Gean Trindade Pereira and
Ricardo Cerri},
title = {Hierarchical and Non-Hierarchical Classification of Transposable Elements
with a Genetic Algorithm},
journal = {J. Inf. Data Manag.},
volume = {9},
number = {2},
pages = {163--178},
year = {2018},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/2051},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/PereiraC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/SchietgatVCFCRC18,
author = {Leander Schietgat and
Celine Vens and
Ricardo Cerri and
Carlos N. Fischer and
Eduardo P. Costa and
Jan Ramon and
Claudia M. A. Carareto and
Hendrik Blockeel},
title = {A machine learning based framework to identify and classify long terminal
repeat retrotransposons},
journal = {PLoS Comput. Biol.},
volume = {14},
number = {4},
year = {2018},
url = {https://doi.org/10.1371/journal.pcbi.1006097},
doi = {10.1371/JOURNAL.PCBI.1006097},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/SchietgatVCFCRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SantosPNC18,
author = {Bruna Zamith Santos and
Gean Trindade Pereira and
Felipe Kenji Nakano and
Ricardo Cerri},
title = {Strategies for Selection of Positive and Negative Instances in the
Hierarchical Classification of Transposable Elements},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {420--425},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00079},
doi = {10.1109/BRACIS.2018.00079},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/SantosPNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PereiraSC18,
author = {Gean Trindade Pereira and
Bruna Zamith Santos and
Ricardo Cerri},
title = {A Genetic Algorithm for Transposable Elements Hierarchical Classification
Rule Induction},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477642},
doi = {10.1109/CEC.2018.8477642},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/PereiraSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WehrmannCB18,
author = {Jonatas Wehrmann and
Ricardo Cerri and
Rodrigo C. Barros},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Hierarchical Multi-Label Classification Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5225--5234},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wehrmann18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/WehrmannCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CerriMBC18,
author = {Ricardo Cerri and
Rafael Gomes Mantovani and
M{\'{a}}rcio P. Basgalupp and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Multi-label Feature Selection Techniques for Hierarchical Multi-label
Protein Function Prediction},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489247},
doi = {10.1109/IJCNN.2018.8489247},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CerriMBC18.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}
}
@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}
}
@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/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/ijcnn/AbreuMC17,
author = {Iuri Bonna M. de Abreu and
Rafael Gomes Mantovani and
Ricardo Cerri},
title = {Incorporating instance correlations in multi-label classification
via label-space},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {581--588},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965905},
doi = {10.1109/IJCNN.2017.7965905},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AbreuMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NakanoPPC17,
author = {Felipe Kenji Nakano and
Walter Jos{\'{e}} G. S. Pinto and
Gisele Lobo Pappa and
Ricardo Cerri},
title = {Top-down strategies for hierarchical classification of transposable
elements with neural networks},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2539--2546},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966165},
doi = {10.1109/IJCNN.2017.7966165},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NakanoPPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ColombiniAC17,
author = {Gustavo G. Colombini and
Iuri Bonna M. de Abreu and
Ricardo Cerri},
title = {A self-organizing map-based method for multi-label classification},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {4291--4298},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966399},
doi = {10.1109/IJCNN.2017.7966399},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ColombiniAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/WehrmannBDC17,
author = {Jonatas Wehrmann and
Rodrigo C. Barros and
Silvia N. das D{\^{o}}res and
Ricardo Cerri},
editor = {Ahmed Seffah and
Birgit Penzenstadler and
Carina Alves and
Xin Peng},
title = {Hierarchical multi-label classification with chained neural networks},
booktitle = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
Morocco, April 3-7, 2017},
pages = {790--795},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3019612.3019664},
doi = {10.1145/3019612.3019664},
timestamp = {Wed, 01 Feb 2023 17:58:48 +0100},
biburl = {https://dblp.org/rec/conf/sac/WehrmannBDC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CerriBCJ16,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} C. P. L. F. de Carvalho and
Yaochu Jin},
title = {Reduction strategies for hierarchical multi-label classification in
protein function prediction},
journal = {{BMC} Bioinform.},
volume = {17},
pages = {373},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-1232-1},
doi = {10.1186/S12859-016-1232-1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/CerriBCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/MantovaniHCVC16,
author = {Rafael Gomes Mantovani and
Tom{\'{a}}s Horv{\'{a}}th and
Ricardo Cerri and
Joaquin Vanschoren and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Hyper-Parameter Tuning of a Decision Tree Induction Algorithm},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {37--42},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.018},
doi = {10.1109/BRACIS.2016.018},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/MantovaniHCVC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FischerCSCCSV15,
author = {Carlos N. Fischer and
Claudia M. A. Carareto and
Renato Augusto Corr{\^{e}}a dos Santos and
Ricardo Cerri and
Eduardo P. Costa and
Leander Schietgat and
Celine Vens},
title = {Learning HMMs for nucleotide sequences from amino acid alignments},
journal = {Bioinform.},
volume = {31},
number = {11},
pages = {1836--1838},
year = {2015},
url = {https://doi.org/10.1093/bioinformatics/btv054},
doi = {10.1093/BIOINFORMATICS/BTV054},
timestamp = {Sat, 18 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/FischerCSCCSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/CerriPCF15,
author = {Ricardo Cerri and
Gisele L. Pappa and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Alex Alves Freitas},
title = {An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel
Classification Methods and Performance Measures},
journal = {Comput. Intell.},
volume = {31},
number = {1},
pages = {1--46},
year = {2015},
url = {https://doi.org/10.1111/coin.12011},
doi = {10.1111/COIN.12011},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/CerriPCF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CerriBC15,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Hierarchical classification of Gene Ontology-based protein functions
with neural networks},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280474},
doi = {10.1109/IJCNN.2015.7280474},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CerriBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BarrosJCC14,
author = {Rodrigo C. Barros and
Pablo A. Jaskowiak and
Ricardo Cerri and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {A framework for bottom-up induction of oblique decision trees},
journal = {Neurocomputing},
volume = {135},
pages = {3--12},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.067},
doi = {10.1016/J.NEUCOM.2013.01.067},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/BarrosJCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/CerriBC14,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Hierarchical multi-label classification using local neural networks},
journal = {J. Comput. Syst. Sci.},
volume = {80},
number = {1},
pages = {39--56},
year = {2014},
url = {https://doi.org/10.1016/j.jcss.2013.03.007},
doi = {10.1016/J.JCSS.2013.03.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/CerriBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CerriBFC14,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Alex Alves Freitas and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Dirk V. Arnold and
Enrique Alba},
title = {Evolving relational hierarchical classification rules for predicting
gene ontology-based protein functions},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014, Companion Material Proceedings},
pages = {1279--1286},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2598394.2611384},
doi = {10.1145/2598394.2611384},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/CerriBFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Cerri13,
author = {Ricardo Cerri},
title = {Neural networks and genetic algorithms for hierarchical multi-label
classification},
school = {University of S{\~{a}}o Paulo, Brazil},
year = {2013},
url = {http://www.teses.usp.br/teses/disponiveis/55/55134/tde-24032014-163900/},
timestamp = {Fri, 18 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/Cerri13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/CerriBC13,
author = {Ricardo Cerri and
Rodrigo Coelho Barros and
Andr{\'{e}} C. P. L. F. de Carvalho},
title = {Neural Networks for Hierarchical Classification of G-Protein Coupled
Receptors},
booktitle = {Brazilian Conference on Intelligent Systems, {BRACIS} 2013, Fortaleza,
CE, Brazil, 19-24 October, 2013},
pages = {125--130},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BRACIS.2013.29},
doi = {10.1109/BRACIS.2013.29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/CerriBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/CerriBCF13,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Alex Alves Freitas},
title = {A grammatical evolution algorithm for generation of Hierarchical Multi-Label
Classification rules},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {454--461},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557604},
doi = {10.1109/CEC.2013.6557604},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/CerriBCF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BarrosBCSC13,
author = {Rodrigo C. Barros and
M{\'{a}}rcio P. Basgalupp and
Ricardo Cerri and
Tiago Silva da Silva and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Christian Blum and
Enrique Alba},
title = {A grammatical evolution approach for software effort estimation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {1413--1420},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463546},
doi = {10.1145/2463372.2463546},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BarrosBCSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BarrosCFC13,
author = {Rodrigo C. Barros and
Ricardo Cerri and
Alex Alves Freitas and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Probabilistic Clustering for Hierarchical Multi-Label Classification
of Protein Functions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {385--400},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_25},
doi = {10.1007/978-3-642-40991-2\_25},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BarrosCFC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CerriBC12,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Sascha Ossowski and
Paola Lecca},
title = {A genetic algorithm for Hierarchical Multi-Label Classification},
booktitle = {Proceedings of the {ACM} Symposium on Applied Computing, {SAC} 2012,
Riva, Trento, Italy, March 26-30, 2012},
pages = {250--255},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2245276.2245325},
doi = {10.1145/2245276.2245325},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/CerriBC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CerriCF11,
author = {Ricardo Cerri and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Alex Alves Freitas},
title = {Adapting non-hierarchical multilabel classification methods for hierarchical
multilabel classification},
journal = {Intell. Data Anal.},
volume = {15},
number = {6},
pages = {861--887},
year = {2011},
url = {https://doi.org/10.3233/IDA-2011-0500},
doi = {10.3233/IDA-2011-0500},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/CerriCF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/CerriBC11,
author = {Ricardo Cerri and
Rodrigo C. Barros and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Hierarchical multi-label classification for protein function prediction:
{A} local approach based on neural networks},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {337--343},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121678},
doi = {10.1109/ISDA.2011.6121678},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/CerriBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/BarrosCJC11,
author = {Rodrigo C. Barros and
Ricardo Cerri and
Pablo A. Jaskowiak and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {A bottom-up oblique decision tree induction algorithm},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {450--456},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121697},
doi = {10.1109/ISDA.2011.6121697},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/BarrosCJC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/CerriC11,
author = {Ricardo Cerri and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Osmar Norberto de Souza and
Guilherme P. Telles and
Mathew J. Palakal},
title = {Hierarchical Multilabel Protein Function Prediction Using Local Neural
Networks},
booktitle = {Advances in Bioinformatics and Computational Biology - 6th Brazilian
Symposium on Bioinformatics, {BSB} 2011, Brasilia, Brazil, August
10-12, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6832},
pages = {10--17},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22825-4\_2},
doi = {10.1007/978-3-642-22825-4\_2},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/wob/CerriC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CerriC10,
author = {Ricardo Cerri and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {New top-down methods using SVMs for Hierarchical Multilabel Classification
problems},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596597},
doi = {10.1109/IJCNN.2010.5596597},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CerriC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/CerriC10,
author = {Ricardo Cerri and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Hierarchical Multilabel Classification Using Top-Down Label Combination
and Artificial Neural Networks},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {253--258},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.51},
doi = {10.1109/SBRN.2010.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/CerriC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wob/CerriSC09,
author = {Ricardo Cerri and
Renato R. O. da Silva and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
editor = {Katia S. Guimar{\~{a}}es and
Anna R. Panchenko and
Teresa M. Przytycka},
title = {Comparing Methods for Multilabel Classification of Proteins Using
Machine Learning Techniques},
booktitle = {Advances in Bioinformatics and Computational Biology, 4th Brazilian
Symposium on Bioinformatics, {BSB} 2009, Porto Alegre, Brazil, July
29-31, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5676},
pages = {109--120},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03223-3\_10},
doi = {10.1007/978-3-642-03223-3\_10},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/wob/CerriSC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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