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ORCIDBibTeX records: João Carlos Xavier Jr.
@article{DBLP:journals/access/BarretoGJC22,
author = {Cephas A. S. Barreto and
Arthur Costa Gorg{\^{o}}nio and
Jo{\~{a}}o C. Xavier Junior and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Applying Efficient Selection Techniques of Unlabeled Instances for
Wrapper-Based Semi-Supervised Methods},
journal = {{IEEE} Access},
volume = {10},
pages = {43535--43551},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3169498},
doi = {10.1109/ACCESS.2022.3169498},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BarretoGJC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DantasCJN22,
author = {Carine A. Dantas and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier Junior and
R{\^{o}}mulo de Oliveira Nunes},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {An exploratory analysis of a dynamic ensemble structure using an automatic
decision process},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {872--875},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00144},
doi = {10.1109/ICMLA55696.2022.00144},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DantasCJN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bracis/2022-1,
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13653},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21686-2},
doi = {10.1007/978-3-031-21686-2},
isbn = {978-3-031-21685-5},
timestamp = {Tue, 22 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/2022-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bracis/2022-2,
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13654},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21689-3},
doi = {10.1007/978-3-031-21689-3},
isbn = {978-3-031-21688-6},
timestamp = {Tue, 22 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/2022-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SilvaCBJ21,
author = {Robercy Alves da Silva and
Anne Mag{\'{a}}ly de Paula Canuto and
Cephas A. S. Barreto and
Jo{\~{a}}o Carlos Xavier Junior},
title = {Automatic Recommendation Method for Classifier Ensemble Structure
Using Meta-Learning},
journal = {{IEEE} Access},
volume = {9},
pages = {106254--106268},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3099689},
doi = {10.1109/ACCESS.2021.3099689},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SilvaCBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/NetoJCO21,
author = {Antonino Feitosa Neto and
Jo{\~{a}}o Carlos Xavier Junior and
Anne M. P. Canuto and
Alexandre C. M. Oliveira},
title = {A study of model and hyper-parameter selection strategies for classifier
ensembles: a robust analysis on different optimization algorithms
and extended results},
journal = {Nat. Comput.},
volume = {20},
number = {4},
pages = {805--819},
year = {2021},
url = {https://doi.org/10.1007/s11047-020-09816-0},
doi = {10.1007/S11047-020-09816-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/NetoJCO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/JuniorCG20,
author = {Jo{\~{a}}o Carlos Xavier Junior and
Anne M. P. Canuto and
Luiz M. G. Gon{\c{c}}alves},
title = {Two approaches for clustering algorithms with relational-based data},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {3},
pages = {1229--1253},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01384-9},
doi = {10.1007/S10115-019-01384-9},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/JuniorCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/CanutoNSJB20,
author = {Anne M. P. Canuto and
Antonino Feitosa Neto and
Huliane M. Silva and
Jo{\~{a}}o C. Xavier Junior and
Cephas A. S. Barreto},
title = {Population-based bio-inspired algorithms for cluster ensembles optimization},
journal = {Nat. Comput.},
volume = {19},
number = {3},
pages = {515--532},
year = {2020},
url = {https://doi.org/10.1007/s11047-018-9682-1},
doi = {10.1007/S11047-018-9682-1},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/CanutoNSJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/JuniorFLNB20,
author = {Jo{\~{a}}o Carlos Xavier Junior and
Alex Alves Freitas and
Teresa Bernarda Ludermir and
Antonino Feitosa Neto and
Cephas A. S. Barreto},
title = {An evolutionary algorithm for automated machine learning focusing
on classifier ensembles: An improved algorithm and extended results},
journal = {Theor. Comput. Sci.},
volume = {805},
pages = {1--18},
year = {2020},
url = {https://doi.org/10.1016/j.tcs.2019.12.002},
doi = {10.1016/J.TCS.2019.12.002},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/JuniorFLNB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/BarretoGCX20,
author = {Cephas A. S. Barreto and
Arthur C. Gorg{\^{o}}nio and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {A Distance-Weighted Selection of Unlabelled Instances for Self-training
and Co-training Semi-supervised Methods},
booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12320},
pages = {352--366},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8\_24},
doi = {10.1007/978-3-030-61380-8\_24},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/BarretoGCX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NunesDCJ20,
author = {R{\^{o}}mulo de O. Nunes and
Carine A. Dantas and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {An Investigation of Dynamic Feature Selection Methods Applied to Classifier
Ensembles},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {535--538},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00089},
doi = {10.1109/ICMLA51294.2020.00089},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/NunesDCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BarretoCJGLC20,
author = {Cephas A. S. Barreto and
Anne Mag{\'{a}}ly de Paula Canuto and
Jo{\~{a}}o C. Xavier Junior and
Arthur Costa Gorg{\^{o}}nio and
Douglas F. A. Lima and
Ranna R. F. da Costa},
title = {Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207079},
doi = {10.1109/IJCNN48605.2020.9207079},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BarretoCJGLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/DantasNCX19,
author = {Carine A. Dantas and
R{\^{o}}mulo de O. Nunes and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier Junior},
title = {Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {108--113},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00028},
doi = {10.1109/BRACIS.2019.00028},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/DantasNCX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NetoJCO19,
author = {Antonino Feitosa Neto and
Jo{\~{a}}o Carlos Xavier Junior and
Anne M. P. Canuto and
Alexandre C. M. Oliveira},
title = {A Comparative Study on Automatic Model and Hyper-Parameter Selection
in Classifier Ensembles},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {323--328},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00064},
doi = {10.1109/BRACIS.2019.00064},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/NetoJCO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/NetoCX18,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {Hybrid Metaheuristics to the Automatic Selection of Features and Members
of Classifier Ensembles},
journal = {Inf.},
volume = {9},
number = {11},
pages = {268},
year = {2018},
url = {https://doi.org/10.3390/info9110268},
doi = {10.3390/INFO9110268},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/NetoCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/JuniorFNL18,
author = {Jo{\~{a}}o C. Xavier Junior and
Alex Alves Freitas and
Antonino Feitosa Neto and
Teresa Bernarda Ludermir},
title = {A Novel Evolutionary Algorithm for Automated Machine Learning Focusing
on Classifier Ensembles},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {462--467},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00086},
doi = {10.1109/BRACIS.2018.00086},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/JuniorFNL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NunesDCJ18,
author = {R{\^{o}}mulo de Oliveira Nunes and
Carine Azevedo Dantas and
Anne Mag{\'{a}}ly de Paula Canuto and
Jo{\~{a}}o Carlos Xavier Junior},
title = {Dynamic Feature Selection for Classifier Ensembles},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {468--473},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00087},
doi = {10.1109/BRACIS.2018.00087},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/NunesDCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DantasNCX18,
author = {Carine A. Dantas and
R{\^{o}}mulo de O. Nunes and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {Evaluating the Dynamicity of Feature and Individual Classifiers Selection
in Ensembles of Classifiers},
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.2018.8489162},
doi = {10.1109/IJCNN.2018.8489162},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DantasNCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SilvaCJL18,
author = {Robercy Alves da Silva and
Anne Mag{\'{a}}ly de Paula Canuto and
Jo{\~{a}}o Carlos Xavier Junior and
Teresa Bernarda Ludermir},
title = {Using Meta-learning in the Selection of the Combination Method of
a Classifier Ensemble},
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.2018.8489586},
doi = {10.1109/IJCNN.2018.8489586},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SilvaCJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/DantasNCX17,
author = {Carine A. Dantas and
R{\^{o}}mulo de O. Nunes and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {Investigating the Impact of Similarity Metrics in an Unsupervised-Based
Feature Selection Method},
booktitle = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
Brazil, October 2-5, 2017},
pages = {55--60},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BRACIS.2017.61},
doi = {10.1109/BRACIS.2017.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/DantasNCX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DantasNCJ17,
author = {Carine A. Dantas and
R{\^{o}}mulo de O. Nunes and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier Junior},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {Dynamic Feature Selection Based on Clustering Algorithm and Individual
Similarity},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
International Conference on Artificial Neural Networks, Alghero, Italy,
September 11-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10614},
pages = {467--474},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_53},
doi = {10.1007/978-3-319-68612-7\_53},
timestamp = {Fri, 27 Mar 2020 08:51:30 +0100},
biburl = {https://dblp.org/rec/conf/icann/DantasNCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NetoCXB17,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier and
Cephas A. S. Barreto},
title = {A multi-agent metaheuristic hybridization to the automatic design
of ensemble systems},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3967--3974},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966356},
doi = {10.1109/IJCNN.2017.7966356},
timestamp = {Sat, 16 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NetoCXB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilvaCMX16,
author = {Huliane M. Silva and
Anne M. P. Canuto and
In{\'{a}}cio Gomes Medeiros and
Jo{\~{a}}o C. Xavier},
title = {A Bio-inspired Optimization Technique for Cluster Ensembles Optimization},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {253--258},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.054},
doi = {10.1109/BRACIS.2016.054},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SilvaCMX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SilvaCMX16,
author = {Huliane M. Silva and
Anne M. P. Canuto and
In{\'{a}}cio Gomes Medeiros and
Jo{\~{a}}o Carlos Xavier Jr.},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {275--282},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_33},
doi = {10.1007/978-3-319-44781-0\_33},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SilvaCMX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NunesDCJ16,
author = {R{\^{o}}mulo de O. Nunes and
Carine A. Dantas and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier Junior},
title = {An unsupervised-based dynamic feature selection for classification
tasks},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {4213--4220},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727749},
doi = {10.1109/IJCNN.2016.7727749},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NunesDCJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FilhoCX15,
author = {Jose Augusto S. Lustosa Filho and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {An analysis of diversity measures for the dynamic design of ensemble
of classifiers},
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.2015.7280849},
doi = {10.1109/IJCNN.2015.7280849},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FilhoCX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MedeirosXC15,
author = {In{\'{a}}cio Gomes Medeiros and
Jo{\~{a}}o Carlos Xavier Jr. and
Anne M. P. Canuto},
title = {Applying the Coral Reefs Optimization algorithm to clustering problems},
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.2015.7280845},
doi = {10.1109/IJCNN.2015.7280845},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MedeirosXC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CanutoPJ13,
author = {Anne M. P. Canuto and
Fernando Pintro and
Jo{\~{a}}o C. Xavier Junior},
title = {Investigating fusion approaches in multi-biometric cancellable recognition},
journal = {Expert Syst. Appl.},
volume = {40},
number = {6},
pages = {1971--1980},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.10.002},
doi = {10.1016/J.ESWA.2012.10.002},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CanutoPJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ParenteCX13,
author = {Regina R. Parente and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {Characterization measures of ensemble systems using a meta-learning
approach},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707016},
doi = {10.1109/IJCNN.2013.6707016},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ParenteCX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/XavierCAG13,
author = {Jo{\~{a}}o Carlos Xavier Jr. and
Anne M. P. Canuto and
Noriedson D. Almeida and
Luiz Marcos Garcia Gon{\c{c}}alves},
title = {A comparative analysis of dissimilarity measures for clustering categorical
data},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707039},
doi = {10.1109/IJCNN.2013.6707039},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XavierCAG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JuniorCGO12,
author = {Jo{\~{a}}o C. Xavier Junior and
Anne M. P. Canuto and
Luiz M. G. Gon{\c{c}}alves and
Luiz A. H. G. de Oliveira},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {New Approach for Clustering Relational Data Based on Relationship
and Attribute Information},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7553},
pages = {451--458},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_56},
doi = {10.1007/978-3-642-33266-1\_56},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/JuniorCGO12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CanutoFPJNG11,
author = {Anne M. P. Canuto and
Michael C. Fairhurst and
Fernando Pintro and
Jo{\~{a}}o C. Xavier Junior and
Antonino Feitosa Neto and
Luiz Marcos Garcia Gon{\c{c}}alves},
title = {Classifier ensembles and optimization techniques to improve the performance
of cancellable fingerprint},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {8},
number = {3},
pages = {143--154},
year = {2011},
url = {https://doi.org/10.3233/HIS-2011-0135},
doi = {10.3233/HIS-2011-0135},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/CanutoFPJNG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/JuniorSCCGF11,
author = {Jo{\~{a}}o C. Xavier Junior and
Alberto Signoretti and
Anne M. P. Canuto and
Andr{\'{e}} M. C. Campos and
Luiz Marcos Gon{\c{c}}alves and
S{\'{e}}rgio V. Fialho},
editor = {Abdelkader Hameurlain and
Stephen W. Liddle and
Klaus{-}Dieter Schewe and
Xiaofang Zhou},
title = {Introducing Affective Agents in Recommendation Systems Based on Relational
Data Clustering},
booktitle = {Database and Expert Systems Applications - 22nd International Conference,
{DEXA} 2011, Toulouse, France, August 29 - September 2, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6861},
pages = {303--310},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23091-2\_26},
doi = {10.1007/978-3-642-23091-2\_26},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/JuniorSCCGF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/SignorettiNCCJF11,
author = {Alberto Signoretti and
Antonino Feitosa Neto and
Andr{\'{e}} M. C. Campos and
Anne M. P. Canuto and
Jo{\~{a}}o C. Xavier Junior and
S{\'{e}}rgio V. Fialho},
editor = {Olivier Boissier and
Jeffrey Bradshaw and
Longbing Cao and
Klaus Fischer and
Mohand{-}Said Hacid},
title = {Using an Affective Attention Focus for Improving the Reasoning Process
and Behavior of Intelligent Agents},
booktitle = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
Doua, Lyon, France, August 22-27, 2011},
pages = {97--100},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WI-IAT.2011.81},
doi = {10.1109/WI-IAT.2011.81},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/SignorettiNCCJF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JuniorCFGS11,
author = {Jo{\~{a}}o C. Xavier Junior and
Anne M. P. Canuto and
Alex Alves Freitas and
Luiz M. G. Gon{\c{c}}alves and
Carlos Nascimento Silla Jr.},
title = {A hierarchical approach to represent relational data applied to clustering
tasks},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {3055--3062},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033624},
doi = {10.1109/IJCNN.2011.6033624},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JuniorCFGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/XavierR10,
author = {Jo{\~{a}}o C. Xavier and
Paulo C. Rech},
title = {Regular and Chaotic Dynamics of the Lorenz-Stenflo System},
journal = {Int. J. Bifurc. Chaos},
volume = {20},
number = {1},
pages = {145--152},
year = {2010},
url = {https://doi.org/10.1142/S0218127410025466},
doi = {10.1142/S0218127410025466},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/XavierR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc/XavierFCG10,
author = {Jo{\~{a}}o Carlos Xavier Jr. and
Alex Alves Freitas and
Anne M. P. Canuto and
Luiz Marcos Gon{\c{c}}alves},
title = {Web log data clustering for a multi-agent recommendation system},
booktitle = {International Conference on Machine Learning and Cybernetics, {ICMLC}
2010, Qingdao, China, July 11-14, 2010, Proceedings},
pages = {471--476},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICMLC.2010.5581017},
doi = {10.1109/ICMLC.2010.5581017},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmlc/XavierFCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CanutoSAX08,
author = {Anne M. P. Canuto and
Laura Emmanuella A. Santana and
M{\'{a}}rjory C. C. Abreu and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {An analysis of data distribution in the ClassAge system: An agent-based
system for classification tasks},
journal = {Neurocomputing},
volume = {71},
number = {16-18},
pages = {3319--3325},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.01.032},
doi = {10.1016/J.NEUCOM.2008.01.032},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CanutoSAX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/SantosCJ08,
author = {Araken M. Santos and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based
Models},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {392--397},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.110},
doi = {10.1109/HIS.2008.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/SantosCJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SantanaCX08,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr.},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Using Feature Distribution Methods in Ensemble Systems Combined by
Fusion and Selection-Based Methods},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {245--254},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_26},
doi = {10.1007/978-3-540-87536-9\_26},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SantanaCX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/ParadedaXC08,
author = {Raul Benites Paradeda and
Jo{\~{a}}o Carlos Xavier Jr. and
Anne M. P. Canuto},
editor = {Marley Maria Bernardes Rebuzzi Vellasco and
Marc{\'{\i}}lio Carlos Pereira de Souto and
J{\'{e}}s Jesus Fiais Cerqueira},
title = {Applying Static and Dynamic Weight Measures in Ensemble Systems},
booktitle = {10th Brazilian Symposium on Neural Networks {(SBRN} 2008), Salvador,
Bahia, Brazil, October 26-30, 2008},
pages = {45--50},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/SBRN.2008.35},
doi = {10.1109/SBRN.2008.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/ParadedaXC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CanutoAOXS07,
author = {Anne M. P. Canuto and
M{\'{a}}rjory C. C. Abreu and
Lucas de Melo Oliveira and
Jo{\~{a}}o Carlos Xavier Jr. and
Araken M. Santos},
title = {Investigating the influence of the choice of the ensemble members
in accuracy and diversity of selection-based and fusion-based methods
for ensembles},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {4},
pages = {472--486},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2006.09.001},
doi = {10.1016/J.PATREC.2006.09.001},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/CanutoAOXS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CanutoFAX06,
author = {Anne M. P. Canuto and
Diogo Fagundes and
M{\'{a}}rjory C. C. Abreu and
Jo{\~{a}}o Carlos Xavier Jr.},
title = {Using weighted dynamic classifier selection methods in ensembles with
different levels of diversity},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {3},
number = {3},
pages = {147--158},
year = {2006},
url = {http://content.iospress.com/articles/international-journal-of-hybrid-intelligent-systems/his00028},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/CanutoFAX06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/SantanaCJC06,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto and
Jo{\~{a}}o Carlos Xavier Jr. and
Andr{\'{e}} M. C. Campos},
editor = {Nikola K. Kasabov and
Mario K{\"{o}}ppen and
Andreas K{\"{o}}nig and
Ajith Abraham and
Qun Song},
title = {A Comparative Analysis of Data Distribution Methods in an Agent-Based
Neural System for Classification Tasks},
booktitle = {6th International Conference on Hybrid Intelligent Systems {(HIS}
2006), 13-15 December 2006, Auckland, New Zealand},
pages = {9},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.ieeecomputersociety.org/10.1109/HIS.2006.1},
doi = {10.1109/HIS.2006.1},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/SantanaCJC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/CanutoOXSA05,
author = {Anne M. P. Canuto and
Lucas de Melo Oliveira and
Jo{\~{a}}o Carlos Xavier Jr. and
Araken M. Santos and
M{\'{a}}rjory C. C. Abreu},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures
of Ensembles},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {285--290},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.87},
doi = {10.1109/ICHIS.2005.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/CanutoOXSA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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