BibTeX records: Rafael Gomes Mantovani

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@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/HorvathMC23,
  author       = {Tom{\'{a}}s Horv{\'{a}}th and
                  Rafael G. Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {Hyper-parameter initialization of classification algorithms using
                  dynamic time warping: {A} perspective on {PCA} meta-features},
  journal      = {Appl. Soft Comput.},
  volume       = {134},
  pages        = {109969},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.asoc.2022.109969},
  doi          = {10.1016/J.ASOC.2022.109969},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/HorvathMC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/VismaraVSSM23,
  author       = {Edgar de Souza Vismara and
                  Lilian de Souza Vismara and
                  Jose Luis Seixas and
                  Francisco Carlos Monteiro Souza and
                  Rafael Gomes Mantovani},
  title        = {Classification of the growth level of fungal colonies in solid medium:
                  a machine learning approach},
  journal      = {Expert Syst. Appl.},
  volume       = {232},
  pages        = {120872},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.eswa.2023.120872},
  doi          = {10.1016/J.ESWA.2023.120872},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/VismaraVSSM23.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 19:47:09 +0200},
  biburl       = {https://dblp.org/rec/conf/bracis/ValleMC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/BasgaluppBSPMCF21,
  author       = {M{\'{a}}rcio P. Basgalupp and
                  Rodrigo C. Barros and
                  Alex Guimar{\~{a}}es Cardoso de S{\'{a}} and
                  Gisele L. Pappa and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Alex Alves Freitas},
  title        = {An extensive experimental evaluation of automated machine learning
                  methods for recommending classification algorithms},
  journal      = {Evol. Intell.},
  volume       = {14},
  number       = {4},
  pages        = {1895--1914},
  year         = {2021},
  url          = {https://doi.org/10.1007/s12065-020-00463-z},
  doi          = {10.1007/S12065-020-00463-Z},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/evi/BasgaluppBSPMCF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MeskhiRMV21,
  author       = {Mikhail M. Meskhi and
                  Adriano Rivolli and
                  Rafael G. Mantovani and
                  Ricardo Vilalta},
  editor       = {Isabelle Guyon and
                  Jan N. van Rijn and
                  S{\'{e}}bastien Treguer and
                  Joaquin Vanschoren},
  title        = {Learning Abstract Task Representations},
  booktitle    = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI
                  2021, virtual, February 9, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {140},
  pages        = {127--137},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v140/meskhi21a.html},
  timestamp    = {Fri, 15 Jul 2022 14:51:04 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MeskhiRMV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/CostaMSX21,
  author       = {Lincoln Magalh{\~{a}}es Costa and
                  Rafael Gomes Mantovani and
                  Francisco Carlos Monteiro Souza and
                  Geraldo Xex{\'{e}}o},
  title        = {Feature Analysis to League of Legends Victory Prediction on the Picks
                  and Bans Phase},
  booktitle    = {2021 {IEEE} Conference on Games (CoG), Copenhagen, Denmark, August
                  17-20, 2021},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CoG52621.2021.9619019},
  doi          = {10.1109/COG52621.2021.9619019},
  timestamp    = {Fri, 10 Dec 2021 10:04:09 +0100},
  biburl       = {https://dblp.org/rec/conf/cig/CostaMSX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/HorvathMC21,
  author       = {Tom{\'{a}}s Horv{\'{a}}th and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  editor       = {Hujun Yin and
                  David Camacho and
                  Peter Ti{\~{n}}o and
                  Richard Allmendinger and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros and
                  Ke Tang and
                  Sung{-}Bae Cho and
                  Paulo Novais and
                  Susana Nascimento},
  title        = {Time-Series in Hyper-parameter Initialization of Machine Learning
                  Techniques},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021
                  - 22nd International Conference, {IDEAL} 2021, Manchester, UK, November
                  25-27, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13113},
  pages        = {246--258},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-91608-4\_25},
  doi          = {10.1007/978-3-030-91608-4\_25},
  timestamp    = {Fri, 30 Dec 2022 11:13:32 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/HorvathMC21.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/nips/BischlCFGHLMRV21,
  author       = {Bernd Bischl and
                  Giuseppe Casalicchio and
                  Matthias Feurer and
                  Pieter Gijsbers and
                  Frank Hutter and
                  Michel Lang and
                  Rafael Gomes Mantovani and
                  Jan N. van Rijn and
                  Joaquin Vanschoren},
  editor       = {Joaquin Vanschoren and
                  Sai{-}Kit Yeung},
  title        = {OpenML Benchmarking Suites},
  booktitle    = {Proceedings of the Neural Information Processing Systems Track on
                  Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
                  2021, virtual},
  year         = {2021},
  url          = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c7e1249ffc03eb9ded908c236bd1996d-Abstract-round2.html},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BischlCFGHLMRV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07852,
  author       = {Mikhail M. Meskhi and
                  Adriano Rivolli and
                  Rafael G. Mantovani and
                  Ricardo Vilalta},
  title        = {Learning Abstract Task Representations},
  journal      = {CoRR},
  volume       = {abs/2101.07852},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.07852},
  eprinttype    = {arXiv},
  eprint       = {2101.07852},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-07852.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00025,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} Luis Debiaso Rossi and
                  Edesio Alcoba{\c{c}}a and
                  Jadson Castro Gertrudes and
                  Sylvio Barbon Junior and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
  title        = {Rethinking Default Values: a Low Cost and Efficient Strategy to Define
                  Hyperparameters},
  journal      = {CoRR},
  volume       = {abs/2008.00025},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.00025},
  eprinttype    = {arXiv},
  eprint       = {2008.00025},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-00025.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-07430,
  author       = {M{\'{a}}rcio P. Basgalupp and
                  Rodrigo C. Barros and
                  Alex Guimar{\~{a}}es Cardoso de S{\'{a}} and
                  Gisele L. Pappa and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Alex Alves Freitas},
  title        = {An Extensive Experimental Evaluation of Automated Machine Learning
                  Methods for Recommending Classification Algorithms (Extended Version)},
  journal      = {CoRR},
  volume       = {abs/2009.07430},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.07430},
  eprinttype    = {arXiv},
  eprint       = {2009.07430},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-07430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejivp/CamposMAMMJ19,
  author       = {Gabriel Fillipe Centini Campos and
                  Saulo Martiello Mastelini and
                  Gabriel Jonas Aguiar and
                  Rafael Gomes Mantovani and
                  Leonimer Flavio de Melo and
                  Sylvio Barbon Junior},
  title        = {Machine learning hyperparameter selection for Contrast Limited Adaptive
                  Histogram Equalization},
  journal      = {{EURASIP} J. Image Video Process.},
  volume       = {2019},
  pages        = {59},
  year         = {2019},
  url          = {https://doi.org/10.1186/s13640-019-0445-4},
  doi          = {10.1186/S13640-019-0445-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejivp/CamposMAMMJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MantovaniRAVC19,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} L. D. Rossi and
                  Edesio Alcoba{\c{c}}a and
                  Joaquin Vanschoren and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {A meta-learning recommender system for hyperparameter tuning: Predicting
                  when tuning improves {SVM} classifiers},
  journal      = {Inf. Sci.},
  volume       = {501},
  pages        = {193--221},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.ins.2019.06.005},
  doi          = {10.1016/J.INS.2019.06.005},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/MantovaniRAVC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AguiarMMCCJ19,
  author       = {Gabriel Jonas Aguiar and
                  Rafael Gomes Mantovani and
                  Saulo Martiello Mastelini and
                  Andr{\'{e}} C. P. L. F. de Carvalho and
                  Gabriel F. C. Campos and
                  Sylvio Barbon Junior},
  title        = {A meta-learning approach for selecting image segmentation algorithm},
  journal      = {Pattern Recognit. Lett.},
  volume       = {128},
  pages        = {480--487},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.patrec.2019.10.018},
  doi          = {10.1016/J.PATREC.2019.10.018},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/AguiarMMCCJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/AguiarSMMB19,
  author       = {Gabriel Jonas Aguiar and
                  Everton Jos{\'{e}} Santana and
                  Saulo Martiello Mastelini and
                  Rafael Gomes Mantovani and
                  Sylvio Barbon Jr.},
  title        = {Towards Meta-Learning for Multi-Target Regression Problems},
  booktitle    = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
                  Brazil, October 15-18, 2019},
  pages        = {377--382},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BRACIS.2019.00073},
  doi          = {10.1109/BRACIS.2019.00073},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bracis/AguiarSMMB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01684,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} Luis Debiaso Rossi and
                  Edesio Alcoba{\c{c}}a and
                  Joaquin Vanschoren and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
  title        = {A meta-learning recommender system for hyperparameter tuning: predicting
                  when tuning improves {SVM} classifiers},
  journal      = {CoRR},
  volume       = {abs/1906.01684},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01684},
  eprinttype    = {arXiv},
  eprint       = {1906.01684},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01684.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-11277,
  author       = {Gabriel Jonas Aguiar and
                  Everton Jos{\'{e}} Santana and
                  Saulo Martiello Mastelini and
                  Rafael Gomes Mantovani and
                  Sylvio Barbon Jr.},
  title        = {Towards meta-learning for multi-target regression problems},
  journal      = {CoRR},
  volume       = {abs/1907.11277},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.11277},
  eprinttype    = {arXiv},
  eprint       = {1907.11277},
  timestamp    = {Thu, 01 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-11277.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07012,
  author       = {Gean Trindade Pereira and
                  Mois{\'{e}}s Rocha dos Santos and
                  Edesio Alcoba{\c{c}}a and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {Transfer Learning for Algorithm Recommendation},
  journal      = {CoRR},
  volume       = {abs/1910.07012},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.07012},
  eprinttype    = {arXiv},
  eprint       = {1910.07012},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-07012.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}
}
@inproceedings{DBLP:conf/bracis/AlcobacaMRC18,
  author       = {Edesio Alcoba{\c{c}}a and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} L. D. Rossi and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {Dimensionality Reduction for the Algorithm Recommendation Problem},
  booktitle    = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
                  Paulo, Brazil, October 22-25, 2018},
  pages        = {318--323},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/BRACIS.2018.00062},
  doi          = {10.1109/BRACIS.2018.00062},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bracis/AlcobacaMRC18.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}
}
@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/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}
}
@article{DBLP:journals/corr/abs-1708-03731,
  author       = {Bernd Bischl and
                  Giuseppe Casalicchio and
                  Matthias Feurer and
                  Frank Hutter and
                  Michel Lang and
                  Rafael Gomes Mantovani and
                  Jan N. van Rijn and
                  Joaquin Vanschoren},
  title        = {OpenML Benchmarking Suites and the OpenML100},
  journal      = {CoRR},
  volume       = {abs/1708.03731},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.03731},
  eprinttype    = {arXiv},
  eprint       = {1708.03731},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-03731.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/BarbonJMFPB16,
  author       = {Ana Paula A. C. Barbon and
                  Sylvio Barbon Junior and
                  Rafael Gomes Mantovani and
                  Estef{\^{a}}nia Mayumi Fuzyi and
                  Louise Manha Peres and
                  Ana Maria Bridi},
  title        = {Storage time prediction of pork by Computational Intelligence},
  journal      = {Comput. Electron. Agric.},
  volume       = {127},
  pages        = {368--375},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.compag.2016.06.028},
  doi          = {10.1016/J.COMPAG.2016.06.028},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cea/BarbonJMFPB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@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}
}
@inproceedings{DBLP:conf/isda/HorvathMC16,
  author       = {Tom{\'{a}}s Horv{\'{a}}th and
                  Rafael Gomes Mantovani and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  editor       = {Ana Maria Madureira and
                  Ajith Abraham and
                  Dorabela Gamboa and
                  Paulo Novais},
  title        = {Effects of Random Sampling on {SVM} Hyper-parameter Tuning},
  booktitle    = {Intelligent Systems Design and Applications - 16th International Conference
                  on Intelligent Systems Design and Applications {(ISDA} 2016) held
                  in Porto, Portugal, December 16-18, 2016},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {557},
  pages        = {268--278},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-53480-0\_27},
  doi          = {10.1007/978-3-319-53480-0\_27},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/isda/HorvathMC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sibgrapi/CamposBM16,
  author       = {Gabriel F. C. Campos and
                  Sylvio Barbon and
                  Rafael Gomes Mantovani},
  title        = {A Meta-Learning Approach for Recommendation of Image Segmentation
                  Algorithms},
  booktitle    = {29th {SIBGRAPI} Conference on Graphics, Patterns and Images, {SIBGRAPI}
                  2016, Sao Paulo, Brazil, October 4-7, 2016},
  pages        = {370--377},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/SIBGRAPI.2016.058},
  doi          = {10.1109/SIBGRAPI.2016.058},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sibgrapi/CamposBM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/SeixasBM15,
  author       = {Jose Luis Seixas and
                  Sylvio Barbon and
                  Rafael Gomes Mantovani},
  editor       = {Caetano Traina Jr. and
                  Pedro Pereira Rodrigues and
                  Bridget Kane and
                  Paulo Mazzoncini de Azevedo Marques and
                  Agma Juci Machado Traina},
  title        = {Pattern Recognition of Lower Member Skin Ulcers in Medical Images
                  with Machine Learning Algorithms},
  booktitle    = {28th {IEEE} International Symposium on Computer-Based Medical Systems,
                  {CBMS} 2015, Sao Carlos, Brazil, June 22-25, 2015},
  pages        = {50--53},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CBMS.2015.48},
  doi          = {10.1109/CBMS.2015.48},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cbms/SeixasBM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MantovaniRVBC15,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} Luis Debiaso Rossi and
                  Joaquin Vanschoren and
                  Bernd Bischl and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {To tune or not to tune: Recommending when to adjust {SVM} hyper-parameters
                  via meta-learning},
  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.2015.7280644},
  doi          = {10.1109/IJCNN.2015.7280644},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/MantovaniRVBC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MantovaniRVBC15a,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} Luis Debiaso Rossi and
                  Joaquin Vanschoren and
                  Bernd Bischl and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  title        = {Effectiveness of Random Search in {SVM} hyper-parameter tuning},
  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.2015.7280664},
  doi          = {10.1109/IJCNN.2015.7280664},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/MantovaniRVBC15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MantovaniRVC15,
  author       = {Rafael Gomes Mantovani and
                  Andr{\'{e}} L. D. Rossi and
                  Joaquin Vanschoren and
                  Andr{\'{e}} C. P. L. F. de Carvalho},
  editor       = {Joaquin Vanschoren and
                  Pavel Brazdil and
                  Christophe G. Giraud{-}Carrier and
                  Lars Kotthoff},
  title        = {Meta-learning Recommendation of Default Hyper-parameter Values for
                  SVMs in Classification Tasks},
  booktitle    = {Proceedings of the 2015 International Workshop on Meta-Learning and
                  Algorithm Selection co-located with European Conference on Machine
                  Learning and Principles and Practice of Knowledge Discovery in Databases
                  2015 {(ECMLPKDD} 2015), Porto, Portugal, September 7th, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1455},
  pages        = {80--92},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1455/paper-09.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MantovaniRVC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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