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BibTeX records: Rafael Gomes Mantovani
@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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