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ORCIDBibTeX records: Anne M. P. Canuto
@article{DBLP:journals/tfss/SilvaBCBM24,
author = {Huliane da Silva and
Benjam{\'{\i}}n Ren{\'{e}} Callejas Bedregal and
Anne M. P. Canuto and
Thiago V. V. Batista and
Ronildo P. A. Moura},
title = {A New Approach to Define the Number of Clusters for Partitional Clustering
Algorithms},
journal = {{TFSS}},
volume = {3},
number = {1},
pages = {67--87},
year = {2024},
url = {https://doi.org/10.30495/tfss.2023.1990425.1078},
doi = {10.30495/TFSS.2023.1990425.1078},
timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfss/SilvaBCBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CanutoJA24,
author = {Anne M. P. Canuto and
Jhoseph Kelvin Lopes de Jesus and
Daniel S. A de Araujo},
title = {Towards Total Dynamicity of a Feature Selection Method based on the
Pareto Front},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2024, Yokohama,
Japan, June 30 - July 5, 2024},
pages = {1--8},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/IJCNN60899.2024.10651006},
doi = {10.1109/IJCNN60899.2024.10651006},
timestamp = {Thu, 19 Sep 2024 10:41:53 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CanutoJA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/MedeirosGVGC23,
author = {Arthur Medeiros and
Arthur C. Gorg{\^{o}}nio and
Karliane M. Ovidio Vale and
Flavius L. Gorg{\^{o}}nio and
Anne Mag{\'{a}}ly de Paula Canuto},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {FlexCon-CE: {A} Semi-supervised Method with an Ensemble-Based Adaptive
Confidence},
booktitle = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo
Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14197},
pages = {95--109},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45392-2\_7},
doi = {10.1007/978-3-031-45392-2\_7},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/MedeirosGVGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SilvaCS23,
author = {Jesa{\'{\i}}as Carvalho Pereira Silva and
Anne Mag{\'{a}}ly de Paula Canuto and
Araken de Medeiros Santos},
editor = {Lazaros Iliadis and
Antonios Papaleonidas and
Plamen Angelov and
Chrisina Jayne},
title = {The Dynamic Selection of Combination Methods in Classifier Ensembles
by Region of Competence},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2023 - 32nd
International Conference on Artificial Neural Networks, Heraklion,
Crete, Greece, September 26-29, 2023, Proceedings, Part {IX}},
series = {Lecture Notes in Computer Science},
volume = {14262},
pages = {425--438},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44201-8\_35},
doi = {10.1007/978-3-031-44201-8\_35},
timestamp = {Wed, 10 Jul 2024 11:55:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SilvaCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GorgonioCMVG23,
author = {Arthur C. Gorg{\^{o}}nio and
Anne M. P. Canuto and
Arthur Medeiros and
Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio},
title = {Two Efficient Training Strategies for DyDaSL: {A} Dynamic Data Stream
Learner Framework with Semi-Supervised Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2000--2005},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00302},
doi = {10.1109/ICMLA58977.2023.00302},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GorgonioCMVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ValeGGC22,
author = {Karliane M. O. Vale and
Arthur Costa Gorg{\^{o}}nio and
Flavius da Luz e Gorg{\^{o}}nio and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {An Efficient Approach to Select Instances in Self-Training and Co-Training
Semi-Supervised Methods},
journal = {{IEEE} Access},
volume = {10},
pages = {7254--7276},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2021.3138682},
doi = {10.1109/ACCESS.2021.3138682},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ValeGGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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/bracis/GorgonioBCCVG22,
author = {Arthur C. Gorg{\^{o}}nio and
Cephas A. S. Barreto and
Song Jong M{\'{a}}rcio Simioni da Costa and
Anne Mag{\'{a}}ly de Paula Canuto and
Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio},
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {An Efficient Drift Detection Module for Semi-supervised Data Classification
in Non-stationary Environments},
booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13653},
pages = {30--44},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21686-2\_3},
doi = {10.1007/978-3-031-21686-2\_3},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/GorgonioBCCVG22.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}
}
@inproceedings{DBLP:conf/ijcnn/MeiraCCJ22,
author = {Marcilio De Oliveira Meira and
Anne Mag{\'{a}}ly de Paula Canuto and
Bruno Motta de Carvalho and
Roberto Levi Cavalcanti Jales},
title = {Evaluating Brain Regions That Characterize Attention Deficit/Hyperactivity
Disorder Based on {SPECT} Images and Machine Learning Models},
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/IJCNN55064.2022.9892968},
doi = {10.1109/IJCNN55064.2022.9892968},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MeiraCCJ22.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/asc/JesusCA21,
author = {Jhoseph Jesus and
Anne M. P. Canuto and
Daniel Ara{\'{u}}jo},
title = {An exploratory analysis of data noisy scenarios in a Pareto-front
based dynamic feature selection method},
journal = {Appl. Soft Comput.},
volume = {100},
pages = {106951},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2020.106951},
doi = {10.1016/J.ASOC.2020.106951},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/JesusCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/EmmendorferC21,
author = {Leonardo Ramos Emmendorfer and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {A generalized average linkage criterion for Hierarchical Agglomerative
Clustering},
journal = {Appl. Soft Comput.},
volume = {100},
pages = {106990},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2020.106990},
doi = {10.1016/J.ASOC.2020.106990},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/EmmendorferC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NetoC21,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto},
title = {{EOCD:} An ensemble optimization approach for concept drift applications},
journal = {Inf. Sci.},
volume = {561},
pages = {81--100},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.051},
doi = {10.1016/J.INS.2021.01.051},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/NetoC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/CarvalhoCD21,
author = {Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Anne Mag{\'{a}}ly de Paula Canuto and
Gra{\c{c}}aliz Pereira Dimuro},
title = {Preface},
journal = {Nat. Comput.},
volume = {20},
number = {4},
pages = {751--752},
year = {2021},
url = {https://doi.org/10.1007/s11047-021-09871-1},
doi = {10.1007/S11047-021-09871-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nc/CarvalhoCD21.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}
}
@inproceedings{DBLP:conf/ijcnn/AraujoVGCGB21,
author = {Yago N. Ara{\'{u}}jo and
Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio and
Anne Mag{\'{a}}ly de Paula Canuto and
Arthur Costa Gorg{\^{o}}nio and
Cephas A. S. Barreto},
title = {A Data Stratification Process for Instances Selection Applied to Co-training
Semi-supervised Learning Algorithm},
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/IJCNN52387.2021.9533688},
doi = {10.1109/IJCNN52387.2021.9533688},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AraujoVGCGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SilvaASMBC20,
author = {Liliane R. da Silva and
Heloina Alves Arnaldo and
Huliane da Silva and
Ronildo P. A. Moura and
Benjam{\'{\i}}n R. C. Bedregal and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Two deterministic selection methods for the initial centers in fuzzy
c-means based algorithms},
journal = {Intell. Data Anal.},
volume = {24},
number = {4},
pages = {779--798},
year = {2020},
url = {https://doi.org/10.3233/IDA-194588},
doi = {10.3233/IDA-194588},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SilvaASMBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/WangFC20,
author = {Xuejian Wang and
Michael C. Fairhurst and
Anne M. P. Canuto},
title = {Improving multi-view facial expression recognition through two novel
texture-based feature representations},
journal = {Intell. Data Anal.},
volume = {24},
number = {6},
pages = {1455--1476},
year = {2020},
url = {https://doi.org/10.3233/IDA-194798},
doi = {10.3233/IDA-194798},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/WangFC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/WangFC20,
author = {Xuejian Wang and
Michael C. Fairhurst and
Anne M. P. Canuto},
title = {Determining Subcategories of Facial Expressions for Improved Performance
in Practical Applications},
journal = {Int. J. Comput. Intell. Appl.},
volume = {19},
number = {1},
pages = {2050004},
year = {2020},
url = {https://doi.org/10.1142/s1469026820500042},
doi = {10.1142/S1469026820500042},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/WangFC20.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}
}
@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/LopesCP20,
author = {Alba Sandyra Bezerra Lopes and
Anne Mag{\'{a}}ly de Paula Canuto and
Monica Magalh{\~{a}}es Pereira},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Regression Ensembles for Fast Design Space Exploration of Heterogeneous
Hardware Designs},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {201--204},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00041},
doi = {10.1109/ICMLA51294.2020.00041},
timestamp = {Wed, 03 Mar 2021 09:17:25 +0100},
biburl = {https://dblp.org/rec/conf/icmla/LopesCP20.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/icmla/GuerinCG20,
author = {Joris Gu{\'{e}}rin and
Anne Mag{\'{a}}ly de Paula Canuto and
Luiz Marcos Garcia Gon{\c{c}}alves},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Robust Detection of Objects under Periodic Motion with Gaussian Process
Filtering},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {685--692},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00113},
doi = {10.1109/ICMLA51294.2020.00113},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GuerinCG20.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/ijcnn/GorgonioCVG20,
author = {Arthur Costa Gorg{\^{o}}nio and
Anne Mag{\'{a}}ly de Paula Canuto and
Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio},
title = {A Semi-supervised Based Framework for Data Stream Classification in
Non-Stationary Environments},
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/IJCNN48605.2020.9206792},
doi = {10.1109/IJCNN48605.2020.9206792},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GorgonioCVG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OliveiraC0K20,
author = {Samuel da S. Oliveira and
Anne M. P. Canuto and
Bruno M. Carvalho and
M{\'{a}}rcio Eduardo Kreutz},
title = {Machine Learning Based Seismic Region Classification},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206961},
doi = {10.1109/IJCNN48605.2020.9206961},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/OliveiraC0K20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ValeGAGC20,
author = {Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio and
Yago N. Ara{\'{u}}jo and
Arthur C. Gorg{\^{o}}nio and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {A Co-Training-based Algorithm Using Confidence Values to Select Instances},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206621},
doi = {10.1109/IJCNN48605.2020.9206621},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ValeGAGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbgames/OliveiraSGBC020,
author = {Samuel da Silva Oliveira and
Guilherme Egl{\'{e}} P. Lima Silva and
Arthur C. Gorg{\^{o}}nio and
Cephas A. S. Barreto and
Anne M. P. Canuto and
Bruno M. Carvalho},
title = {Team Recommendation for the Pok{\'{e}}mon {GO} Game Using Optimization
Approaches},
booktitle = {19th Brazilian Symposium on Computer Games and Digital Entertainment,
SBGames 2020, Recife, Brazil, November 7-10, 2020},
pages = {163--170},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SBGames51465.2020.00030},
doi = {10.1109/SBGAMES51465.2020.00030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbgames/OliveiraSGBC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14178,
author = {Joris Gu{\'{e}}rin and
Anne Mag{\'{a}}ly de Paula Canuto and
Luiz Marcos Garcia Gon{\c{c}}alves},
title = {Robust Detection of Objects under Periodic Motion with Gaussian Process
Filtering},
journal = {CoRR},
volume = {abs/2009.14178},
year = {2020},
url = {https://arxiv.org/abs/2009.14178},
eprinttype = {arXiv},
eprint = {2009.14178},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14178.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/BandeiraCCFLN19,
author = {Danilo Rodrigo Cavalcante Bandeira and
Anne Mag{\'{a}}ly de Paula Canuto and
M{\'{a}}rjory Cristiany Da Costa Abreu and
Michael C. Fairhurst and
Cheng Li and
Diego Silveira Costa Nascimento},
title = {Investigating the Impact of Combining Handwritten Signature and Keyboard
Keystroke Dynamics for Gender Prediction},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {126--131},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00031},
doi = {10.1109/BRACIS.2019.00031},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/BandeiraCCFLN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/JesusCA19,
author = {Jhoseph Jesus and
Anne M. P. Canuto and
Daniel Ara{\'{u}}jo},
title = {Investigating the Robustness and Stability to Noisy Data of a Dynamic
Feature Selection Method},
booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador,
Brazil, October 15-18, 2019},
pages = {180--185},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BRACIS.2019.00040},
doi = {10.1109/BRACIS.2019.00040},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/JesusCA19.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}
}
@inproceedings{DBLP:conf/ijcnn/ValeCGLAGS19,
author = {Karliane M. O. Vale and
Anne Mag{\'{a}}ly de Paula Canuto and
Flavius L. Gorg{\^{o}}nio and
Amarildo J. F. de Lucena and
Cainan T. Alves and
Arthur C. Gorg{\^{o}}nio and
Araken M. Santos},
title = {A Data Stratification Process for Instances Selection in Semi-Supervised
Learning},
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.2019.8851946},
doi = {10.1109/IJCNN.2019.8851946},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ValeCGLAGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/NetoC18,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto},
title = {An exploratory study of mono and multi-objective metaheuristics to
ensemble of classifiers},
journal = {Appl. Intell.},
volume = {48},
number = {2},
pages = {416--431},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-0982-4},
doi = {10.1007/S10489-017-0982-4},
timestamp = {Fri, 12 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/NetoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FilhoCS18,
author = {Jose Augusto S. Lustosa Filho and
Anne M. P. Canuto and
Regivan Hugo Nunes Santiago},
title = {Investigating the impact of selection criteria in dynamic ensemble
selection methods},
journal = {Expert Syst. Appl.},
volume = {106},
pages = {141--153},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.04.002},
doi = {10.1016/J.ESWA.2018.04.002},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/FilhoCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/FilhoCBD18,
author = {Isaac de L. Oliveira Filho and
Anne M. P. Canuto and
Benjam{\'{\i}}n R. C. Bedregal and
Francisco Dantas},
title = {Increasing data accuracy in biometric authentication systems: An exploratory
study using papilio algorithm on fuzzy schemes},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {14},
number = {4},
pages = {239--253},
year = {2018},
url = {https://doi.org/10.3233/HIS-180255},
doi = {10.3233/HIS-180255},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/FilhoCBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CostaFBSC18,
author = {Valdigleis S. Costa and
Antonio Diego Silva Farias and
Benjam{\'{\i}}n R. C. Bedregal and
Regivan H. N. Santiago and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Combining multiple algorithms in classifier ensembles using generalized
mixture functions},
journal = {Neurocomputing},
volume = {313},
pages = {402--414},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.06.021},
doi = {10.1016/J.NEUCOM.2018.06.021},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CostaFBSC18.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}
}
@article{DBLP:journals/ngc/LorenaC18,
author = {Ana Carolina Lorena and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Interdisciplinary Data Analysis},
journal = {New Gener. Comput.},
volume = {36},
number = {1},
pages = {1--3},
year = {2018},
url = {https://doi.org/10.1007/s00354-017-0030-2},
doi = {10.1007/S00354-017-0030-2},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/LorenaC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SouzaSCN18,
author = {Emmanuelly L. Souza and
Regivan H. N. Santiago and
Anne M. P. Canuto and
R{\^{o}}mulo de O. Nunes},
title = {Gradual Complex Numbers and Their Application for Performance Evaluation
Classifiers},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {26},
number = {2},
pages = {1058--1065},
year = {2018},
url = {https://doi.org/10.1109/TFUZZ.2017.2688390},
doi = {10.1109/TFUZZ.2017.2688390},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SouzaSCN18.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/bracis/WangFC18,
author = {Xuejian Wang and
Michael C. Fairhurst and
Anne M. P. Canuto},
title = {Fusion of Local Descriptors for Multi-view Facial Expression Recognition},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {570--575},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00104},
doi = {10.1109/BRACIS.2018.00104},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/WangFC18.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/JesusCA18,
author = {Jhoseph Jesus and
Anne M. P. Canuto and
Daniel Ara{\'{u}}jo},
title = {Dynamic Feature Selection Based on Pareto Front Optimization},
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.2018.8489680},
doi = {10.1109/IJCNN.2018.8489680},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JesusCA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NascimentoBCA18,
author = {Diego Silveira Costa Nascimento and
Danilo R. C. Bandeira and
Anne M. P. Canuto and
Daniel Ara{\'{u}}jo},
title = {Investigating the Impact of Diversity in Ensembles of Multi-label
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.2018.8489660},
doi = {10.1109/IJCNN.2018.8489660},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NascimentoBCA18.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/ijcnn/ValeCSGTGA18,
author = {Karliane M. Ovidio Vale and
Anne Mag{\'{a}}ly de Paula Canuto and
Araken de Medeiros Santos and
Flavius da Luz e Gorg{\^{o}}nio and
Alan de M. Tavares and
Arthur C. Gorg{\^{o}}nio and
Cainan T. Alves},
title = {Automatic Adjustment of Confidence Values in Self-training Semi-supervised
Method},
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.2018.8489128},
doi = {10.1109/IJCNN.2018.8489128},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ValeCSGTGA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01540,
author = {Valdigleis S. Costa and
Antonio Diego Silva Farias and
Benjam{\'{\i}}n R. C. Bedregal and
Regivan H. N. Santiago and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Combining Multiple Algorithms in Classifier Ensembles using Generalized
Mixture Functions},
journal = {CoRR},
volume = {abs/1806.01540},
year = {2018},
url = {http://arxiv.org/abs/1806.01540},
eprinttype = {arXiv},
eprint = {1806.01540},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/NetoCD17,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto and
Carine A. Dantas},
title = {Multiobjective Optimization Techniques for Selecting Important Metrics
in the Design of Ensemble Systems},
journal = {Comput. Intell.},
volume = {33},
number = {1},
pages = {119--143},
year = {2017},
url = {https://doi.org/10.1111/coin.12090},
doi = {10.1111/COIN.12090},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/NetoCD17.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/JesusCA17,
author = {Jhoseph Jesus and
Anne M. P. Canuto and
Daniel Ara{\'{u}}jo},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {A Feature Selection Approach Based on Information Theory for Classification
Tasks},
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 = {359--367},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_41},
doi = {10.1007/978-3-319-68612-7\_41},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/JesusCA17.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 = {Wed, 25 Oct 2017 01:00:00 +0200},
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/bracis/JesusAC16,
author = {Jhoseph Jesus and
Daniel Ara{\'{u}}jo and
Anne M. P. Canuto},
title = {Fusion Approaches of Feature Selection Algorithms for Classification
Problems},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {379--384},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.075},
doi = {10.1109/BRACIS.2016.075},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/JesusAC16.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/segah/LimaSNNLMC16,
author = {Rodrigo Monteiro de Lima and
Araken de Medeiros Santos and
Francisco Milton Mendes Neto and
Ademar Fran{\c{c}}a de Sousa Neto and
Felipe Cesar Pinheiro Leao and
Francisco Tailanio de Macedo and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {A 3D serious game for medical students training in clinical cases},
booktitle = {2016 {IEEE} International Conference on Serious Games and Applications
for Health, SeGAH 2016, Orlando, FL, USA, May 11-13, 2016},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SeGAH.2016.7586255},
doi = {10.1109/SEGAH.2016.7586255},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/segah/LimaSNNLMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SilvaMCSB15,
author = {Liliane R. da Silva and
Ronildo P. A. Moura and
Anne M. P. Canuto and
Regivan H. N. Santiago and
Benjam{\'{\i}}n R. C. Bedregal},
title = {An Interval-Based Framework for Fuzzy Clustering Applications},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {6},
pages = {2174--2187},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2015.2407901},
doi = {10.1109/TFUZZ.2015.2407901},
timestamp = {Wed, 05 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SilvaMCSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DamascenoCP15,
author = {Marcelo Damasceno and
Anne M. P. Canuto and
Norman Poh},
title = {Multi-privacy biometric protection scheme using ensemble systems},
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.2015.7280657},
doi = {10.1109/IJCNN.2015.7280657},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DamascenoCP15.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 = {Tue, 29 May 2018 01:00:00 +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/SantanaC14,
author = {Laura Emmanuella A. dos S. Santana and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {Filter-based optimization techniques for selection of feature subsets
in ensemble systems},
journal = {Expert Syst. Appl.},
volume = {41},
number = {4},
pages = {1622--1631},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2013.08.059},
doi = {10.1016/J.ESWA.2013.08.059},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SantanaC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SantosC14,
author = {Araken M. Santos and
Anne M. P. Canuto},
title = {Applying semi-supervised learning in hierarchical multi-label classification},
journal = {Expert Syst. Appl.},
volume = {41},
number = {14},
pages = {6075--6085},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.03.052},
doi = {10.1016/J.ESWA.2014.03.052},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SantosC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-bmt/CanutoFP14,
author = {Anne Mag{\'{a}}ly de Paula Canuto and
Michael C. Fairhurst and
Fernando Pintro},
title = {Ensemble systems and cancellable transformations for multibiometric-based
identification},
journal = {{IET} Biom.},
volume = {3},
number = {1},
pages = {29--40},
year = {2014},
url = {https://doi.org/10.1049/iet-bmt.2012.0032},
doi = {10.1049/IET-BMT.2012.0032},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-bmt/CanutoFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CanutoPF14,
author = {Anne M. P. Canuto and
Fernando Pintro and
Michael C. Fairhurst},
title = {An effective template protection method for face and voice cancellable
identification},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {11},
number = {3},
pages = {157--166},
year = {2014},
url = {https://doi.org/10.3233/HIS-140192},
doi = {10.3233/HIS-140192},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/CanutoPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/NascimentoCC14,
author = {Diego Silveira Costa Nascimento and
Andr{\'{e}} L. V. Coelho and
Anne M. P. Canuto},
title = {Integrating complementary techniques for promoting diversity in classifier
ensembles: {A} systematic study},
journal = {Neurocomputing},
volume = {138},
pages = {347--357},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.01.027},
doi = {10.1016/J.NEUCOM.2014.01.027},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/NascimentoCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NascimentoCC14,
author = {Diego Silveira Costa Nascimento and
Anne M. P. Canuto and
Andr{\'{e}} L. V. Coelho},
title = {An Empirical Analysis of Meta-learning for the Automatic Choice of
Architecture and Components in Ensemble Systems},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.12},
doi = {10.1109/BRACIS.2014.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/NascimentoCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NetoC14,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto},
title = {Meta-learning and Multi-objective Optimization to Design Ensemble
of Classifiers},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {91--96},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.27},
doi = {10.1109/BRACIS.2014.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/NetoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/SilvaMCSB14,
author = {Liliane R. da Silva and
Ronildo P. A. Moura and
Anne M. P. Canuto and
Regivan Hugo Nunes Santiago and
Benjam{\'{\i}}n R. C. Bedregal},
title = {Fuzzy clustering algorithm with H-operator applied to problems with
interval-based data},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {237--244},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891846},
doi = {10.1109/FUZZ-IEEE.2014.6891846},
timestamp = {Wed, 05 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/SilvaMCSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RodriguesCCS14,
author = {Fillipe M. Rodrigues and
Campus Joao Camara and
Anne M. P. Canuto and
Araken M. Santos},
title = {Confidence factor and feature selection for semi-supervised multi-label
classification methods},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {864--871},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889564},
doi = {10.1109/IJCNN.2014.6889564},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RodriguesCCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosC14,
author = {Araken M. Santos and
Anne M. P. Canuto},
title = {Applying the self-training semi-supervised learning in hierarchical
multi-label methods},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {872--879},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889565},
doi = {10.1109/IJCNN.2014.6889565},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DamascenoC14,
author = {Marcelo Damasceno and
Anne M. P. Canuto},
title = {An empirical analysis of ensemble systems in cancellable behavioural
biometrics: {A} touch screen dataset},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2661--2668},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889819},
doi = {10.1109/IJCNN.2014.6889819},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DamascenoC14.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/bracis/SantanaC13,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto},
title = {Particle Swarm Intelligence as Feature Selector in Ensemble Systems},
booktitle = {Brazilian Conference on Intelligent Systems, {BRACIS} 2013, Fortaleza,
CE, Brazil, 19-24 October, 2013},
pages = {89--94},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BRACIS.2013.23},
doi = {10.1109/BRACIS.2013.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SantanaC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NetoCL13,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto and
Teresa Bernarda Ludermir},
title = {Using good and bad diversity measures in the design of ensemble systems:
{A} genetic algorithm approach},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {789--796},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557649},
doi = {10.1109/CEC.2013.6557649},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/NetoCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/DamascenoC13,
author = {Marcelo Damasceno and
Anne M. P. Canuto},
title = {An empirical analysis of cancellable transformations in a behavioural
biometric modality},
booktitle = {13th International Conference on Hybrid Intelligent Systems, {HIS}
2013, Gammarth, Tunisia, December 4-6, 2013},
pages = {149--154},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HIS.2013.6920473},
doi = {10.1109/HIS.2013.6920473},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/his/DamascenoC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FilhoSCB13,
author = {Isaac de L. Oliveira Filho and
Otaciana G. R. Santiago and
Anne M. P. Canuto and
Benjam{\'{\i}}n Ren{\'{e}} Callejas Bedregal},
title = {A Comparative Analysis of Cryptographic Algorithms and Transformation
Functions for Biometric Data},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 2},
pages = {255--260},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.132},
doi = {10.1109/ICMLA.2013.132},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FilhoSCB13.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/PintroCF13,
author = {Fernando Pintro and
Anne M. P. Canuto and
Michael C. Fairhurst},
title = {Using genetic algorithms and ensemble systems in online cancellable
signature recognition},
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.2013.6707024},
doi = {10.1109/IJCNN.2013.6707024},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PintroCF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RodriguesSC13,
author = {Fillipe M. Rodrigues and
Araken de Medeiros Santos and
Anne M. P. Canuto},
title = {Using confidence values in multi-label classification problems with
semi-supervised learning},
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.2013.6706806},
doi = {10.1109/IJCNN.2013.6706806},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RodriguesSC13.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}
}
@article{DBLP:journals/asc/CanutoVNS12,
author = {Anne M. P. Canuto and
Karliane M. O. Vale and
Antonino Feitosa Neto and
Alberto Signoretti},
title = {ReinSel: {A} class-based mechanism for feature selection in ensemble
of classifiers},
journal = {Appl. Soft Comput.},
volume = {12},
number = {8},
pages = {2517--2529},
year = {2012},
url = {https://doi.org/10.1016/j.asoc.2012.03.027},
doi = {10.1016/J.ASOC.2012.03.027},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/CanutoVNS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FilhoBC12,
author = {Isaac de L. Oliveira Filho and
Benjam{\'{\i}}n R. C. Bedregal and
Anne M. P. Canuto},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {An Investigation of Ensemble Systems Applied to Encrypted and Cancellable
Biometric Data},
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 = {180--188},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_23},
doi = {10.1007/978-3-642-33266-1\_23},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/FilhoBC12.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}
}
@inproceedings{DBLP:conf/icann/SantanaC12,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7552},
pages = {701--709},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33269-2\_88},
doi = {10.1007/978-3-642-33269-2\_88},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SantanaC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CanutoN12,
author = {Anne M. P. Canuto and
Diego Silveira Costa Nascimento},
title = {A genetic-based approach to features selection for ensembles using
a hybrid and adaptive fitness function},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252740},
doi = {10.1109/IJCNN.2012.6252740},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CanutoN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosC12,
author = {Araken M. Santos and
Anne M. P. Canuto},
title = {Using semi-supervised learning in multi-label classification problems},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252800},
doi = {10.1109/IJCNN.2012.6252800},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/PintroC12,
author = {Fernando Pintro and
Anne M. P. Canuto},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {An Experimental Study of Ensemble Systems on Cancellable Iris},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {202--207},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.32},
doi = {10.1109/SBRN.2012.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/PintroC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/SouzaGGC12,
author = {Givanaldo R. de Souza and
Elizabeth Ferreira Gouvea Goldbarg and
Marco C{\'{e}}sar Goldbarg and
Anne M. P. Canuto},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {A Multiagent Approach for Metaheuristics Hybridization Applied to
the Traveling Salesman Problem},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {208--213},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.39},
doi = {10.1109/SBRN.2012.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/SouzaGGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/CanutoSV11,
author = {Anne M. P. Canuto and
Araken M. Santos and
Rog{\'{e}}rio R. Vargas},
title = {Ensembles of ARTMAP-based neural networks: an experimental study},
journal = {Appl. Intell.},
volume = {35},
number = {1},
pages = {1--17},
year = {2011},
url = {https://doi.org/10.1007/s10489-009-0199-2},
doi = {10.1007/S10489-009-0199-2},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/CanutoSV11.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/cec/NetoCGG11,
author = {Antonino Feitosa Neto and
Anne M. P. Canuto and
Elizabeth Ferreira Gouvea Goldbarg and
Marco C{\'{e}}sar Goldbarg},
title = {Optimization techniques for the selection of members and attributes
in ensemble systems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {1912--1919},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949849},
doi = {10.1109/CEC.2011.5949849},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/NetoCGG11.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/SantanaCS11,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto and
Ligia Silva},
title = {Bio-inspired meta-heuristic as feature selector in ensemble systems:
{A} comparative analysis},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1112--1119},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033348},
doi = {10.1109/IJCNN.2011.6033348},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantanaCS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NascimentoCSC11,
author = {Diego Silveira Costa Nascimento and
Anne Mag{\'{a}}ly de Paula Canuto and
Ligia Maria Moura e Silva and
Andr{\'{e}} Lu{\'{\i}}s Vasconcelos Coelho},
title = {Combining different ways to generate diversity in bagging models:
An evolutionary approach},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2235--2242},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033507},
doi = {10.1109/IJCNN.2011.6033507},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NascimentoCSC11.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}
}
@inproceedings{DBLP:conf/cec/SantanaSCPV10,
author = {Laura Emmanuella A. Santana and
Ligia Silva and
Anne M. P. Canuto and
Fernando Pintro and
Karliane O. Vale},
title = {A comparative analysis of genetic algorithm and ant colony optimization
to select attributes for an heterogeneous ensemble of classifiers},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586080},
doi = {10.1109/CEC.2010.5586080},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/SantanaSCPV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/SantosCN10,
author = {Araken M. Santos and
Anne Mag{\'{a}}ly de Paula Canuto and
Antonino Feitosa Neto},
editor = {Ashraf Saad and
Ajith Abraham},
title = {Evaluating classification methods applied to multi-label tasks in
different domains},
booktitle = {10th International Conference on Hybrid Intelligent Systems {(HIS}
2010), Atlanta, GA, USA, August 23-25, 2010},
pages = {61--66},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/HIS.2010.5600014},
doi = {10.1109/HIS.2010.5600014},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/his/SantosCN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/ValeNC10,
author = {Karliane O. Vale and
Antonino Feitosa Neto and
Anne M. P. Canuto},
editor = {Ashraf Saad and
Ajith Abraham},
title = {Using a reinforcement-based feature selection method in Classifier
Ensemble},
booktitle = {10th International Conference on Hybrid Intelligent Systems {(HIS}
2010), Atlanta, GA, USA, August 23-25, 2010},
pages = {213--218},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/HIS.2010.5600015},
doi = {10.1109/HIS.2010.5600015},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ValeNC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SantosSC10,
author = {Araken M. Santos and
Laura Emmanuella A. Santana and
Anne M. P. Canuto},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Analyzing Classification Methods in Multi-label Tasks},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {137--142},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15825-4\_18},
doi = {10.1007/978-3-642-15825-4\_18},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SantosSC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CanutoFSPN10,
author = {Anne M. P. Canuto and
Michael C. Fairhurst and
Laura Emmanuella A. Santana and
Fernando Pintro and
Antonino Feitosa Neto},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Ensemble-Based Methods for Cancellable Biometrics},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6352},
pages = {411--414},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15819-3\_55},
doi = {10.1007/978-3-642-15819-3\_55},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CanutoFSPN10.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}
}
@inproceedings{DBLP:conf/sbgames/SignorettiNCCF10,
author = {Alberto Signoretti and
Antonino Feitosa Neto and
Andr{\'{e}} M. C. Campos and
Anne M. P. Canuto and
S{\'{e}}rgio V. Fialho},
title = {Increasing the Eciency of NPCs Using a Focus of Attention Based on
Emotions and Personality},
booktitle = {2010 Brazilian Symposium on Games and Digital Entertainment, {SBGAMES}
2010, Florian{\'{o}}polis, Santa Catarina, Brazil, November 8-10,
2010},
pages = {171--181},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBGAMES.2010.27},
doi = {10.1109/SBGAMES.2010.27},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbgames/SignorettiNCCF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/CanutoPNF10,
author = {Anne M. P. Canuto and
Fernando Pintro and
Antonino Feitosa Neto and
Michael C. Fairhurst},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Enhancing Performance of Cancellable Fingerprint Biometrics Using
Classifier Ensembles},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {55--60},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.18},
doi = {10.1109/SBRN.2010.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/CanutoPNF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/ValeNCD10,
author = {Karliane O. Vale and
Antonino Feitosa Neto and
Anne M. P. Canuto and
Filipe G. Dias},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Static and Dynamic Weights in Ensemble Systems Built by Class-Based
Feature Selection Methods},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {61--66},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.19},
doi = {10.1109/SBRN.2010.19},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/ValeNCD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OliveiraCS09,
author = {Diogo F. de Oliveira and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {The diversity/accuracy dilemma: An empirical analysis in the context
of heterogeneous ensembles},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {939--946},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983046},
doi = {10.1109/CEC.2009.4983046},
timestamp = {Thu, 16 Dec 2021 14:01:55 +0100},
biburl = {https://dblp.org/rec/conf/cec/OliveiraCS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OliveiraCS09,
author = {Diogo F. de Oliveira and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {Use of multi-objective genetic algorithms to investigate the diversity/accuracy
dilemma in heterogeneous ensembles},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {2339--2346},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178758},
doi = {10.1109/IJCNN.2009.5178758},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/OliveiraCS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantanaSC09,
author = {Laura Emmanuella A. Santana and
Ligia Silva and
Anne M. P. Canuto},
title = {Feature selection in heterogeneous structure of ensembles: {A} genetic
algorithm approach},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {2784--2791},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178793},
doi = {10.1109/IJCNN.2009.5178793},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SantanaSC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CarvalhoCS08,
author = {Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {Brazilian Symposium on Neural Networks {(SBRN2006)}},
journal = {Neurocomputing},
volume = {71},
number = {16-18},
pages = {3317},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2008.04.050},
doi = {10.1016/J.NEUCOM.2008.04.050},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CarvalhoCS08.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/his/ValeDCS08,
author = {Karliane M. O. Vale and
Filipe G. Dias and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A Class-Based Feature Selection Method for Ensemble Systems},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {596--601},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.109},
doi = {10.1109/HIS.2008.109},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ValeDCS08.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/icann/SantosC08,
author = {Araken de Medeiros Santos and
Anne Mag{\'{a}}ly de Paula Canuto},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Using ARTMAP-Based Ensemble Systems Designed by Three Variants of
Boosting},
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 = {562--571},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_58},
doi = {10.1007/978-3-540-87536-9\_58},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SantosC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantanaSC08,
author = {Laura Emmanuella A. Santana and
Alberto Signoretti and
Anne M. P. Canuto},
title = {An analysis of data distribution methods in classifier combination
systems},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1220--1227},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633955},
doi = {10.1109/IJCNN.2008.4633955},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantanaSC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SoutoSSC08,
author = {Marc{\'{\i}}lio Carlos Pereira de Souto and
Rodrigo G. F. Soares and
Alixandre Santana and
Anne M. P. Canuto},
title = {Empirical comparison of Dynamic Classifier Selection methods based
on diversity and accuracy for building ensembles},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1480--1487},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633992},
doi = {10.1109/IJCNN.2008.4633992},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SoutoSSC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosC08,
author = {Araken M. Santos and
Anne M. P. Canuto},
title = {Investigating the influence of RePART in ensemble systems designed
by boosting},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2907--2914},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634207},
doi = {10.1109/IJCNN.2008.4634207},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosC08.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/ijhis/CanutoCBA07,
author = {Anne M. P. Canuto and
Andr{\'{e}} M. C. Campos and
Val{\'{e}}ria Maria S. Bezerra and
M{\'{a}}rjory C. C. Abreu},
title = {Investigating the use of a multi-agent system for knowledge discovery
in databases},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {4},
number = {1},
pages = {27--38},
year = {2007},
url = {http://content.iospress.com/articles/international-journal-of-hybrid-intelligent-systems/his00038},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/CanutoCBA07.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}
}
@inproceedings{DBLP:conf/his/OliveiraPCCS07,
author = {Lucas M. Oliveira and
Raul Benites Paradeda and
Bruno M. Carvalho and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Andreas K{\"{o}}nig and
Mario K{\"{o}}ppen and
Nikola K. Kasabov and
Ajith Abraham},
title = {Particle Detection on Election Microscopy Micrographs Using Multi-Classifier
Systems},
booktitle = {7th International Conference on Hybrid Intelligent Systems, {HIS}
2007, Kaiserslautern, Germany, September 17-19, 2007},
pages = {216--221},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/HIS.2007.51},
doi = {10.1109/HIS.2007.51},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/his/OliveiraPCCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CanutoA07,
author = {Anne M. P. Canuto and
M{\'{a}}rjory C. C. Abreu},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles
with Different Levels of Diversity},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {349--359},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_36},
doi = {10.1007/978-3-540-74690-4\_36},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/CanutoA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AbreuC07,
author = {M{\'{a}}rjory C. C. Abreu and
Anne M. P. Canuto},
title = {Evaluating the Influence of the Choice of the Ensemble Members in
Some Fuzzy Combination Methods},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {448--453},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4370998},
doi = {10.1109/IJCNN.2007.4370998},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AbreuC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantanaOCS07,
author = {Laura Emmanuella A. Santana and
Diogo F. de Oliveira and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {A Comparative Analysis of Feature Selection Methods for Ensembles
with Different Combination Methods},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {643--648},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371032},
doi = {10.1109/IJCNN.2007.4371032},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantanaOCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OliveiraCS07,
author = {Diogo F. de Oliveira and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {Investigating the Use of an Evolutionary Agent-based System for Classification
Tasks},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {1266--1271},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371140},
doi = {10.1109/IJCNN.2007.4371140},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/OliveiraCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/OliveiraCS07,
author = {Diogo F. de Oliveira and
Anne M. P. Canuto and
Marcilio C. P. de Souto},
editor = {Luiza de Macedo Mourelle and
Nadia Nedjah and
Janusz Kacprzyk and
Ajith Abraham},
title = {Using an Evolutionary Agent-Based System for Classification Tasks},
booktitle = {Seventh International Conference on Intelligent Systems Design and
Applications, {ISDA} 2007, Rio de Janeiro, Brazil, October 20-24,
2007},
pages = {27--32},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ISDA.2007.98},
doi = {10.1109/ISDA.2007.98},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/OliveiraCS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/AbreuC07,
author = {M{\'{a}}rjory C. C. Abreu and
Anne Mag{\'{a}}ly de Paula Canuto},
editor = {Luiza de Macedo Mourelle and
Nadia Nedjah and
Janusz Kacprzyk and
Ajith Abraham},
title = {An Experimental Study on the Importance of the Choice of the Ensemble
Members in Fuzzy Combination Methods},
booktitle = {Seventh International Conference on Intelligent Systems Design and
Applications, {ISDA} 2007, Rio de Janeiro, Brazil, October 20-24,
2007},
pages = {723--728},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ISDA.2007.35},
doi = {10.1109/ISDA.2007.35},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/AbreuC07.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/atal/CamposSCSA06,
author = {Andr{\'{e}} M. C. Campos and
Emanuel B. Santos and
Anne M. P. Canuto and
Rodrigo G. Soares and
Jo{\~{a}}o Carlos Alchieri},
editor = {Hideyuki Nakashima and
Michael P. Wellman and
Gerhard Weiss and
Peter Stone},
title = {A flexible framework for representing personality in agents},
booktitle = {5th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2006), Hakodate, Japan, May 8-12, 2006},
pages = {97--104},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1160633.1160645},
doi = {10.1145/1160633.1160645},
timestamp = {Tue, 08 Mar 2022 10:12:47 +0100},
biburl = {https://dblp.org/rec/conf/atal/CamposSCSA06.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/OliveiraCC06,
author = {Diogo F. de Oliveira and
Anne M. P. Canuto 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 = {GNeurAge: An Evolutionary Agent-Based System for Classification Tasks},
booktitle = {6th International Conference on Hybrid Intelligent Systems {(HIS}
2006), 13-15 December 2006, Auckland, New Zealand},
pages = {11},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.ieeecomputersociety.org/10.1109/HIS.2006.30},
doi = {10.1109/HIS.2006.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/OliveiraCC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/JuniorC06,
author = {Manuel F. Gomes Junior and
Anne M. P. Canuto},
title = {Carcara: {A} Multi-agent System for Web Mining Using Adjustable User
Profile and Dynamic Grouping},
booktitle = {Proceedings of the 2006 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Hong Kong, China, 18-22 December 2006},
pages = {187--190},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/IAT.2006.45},
doi = {10.1109/IAT.2006.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/JuniorC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CanutoCSMSSD06,
author = {Anne M. P. Canuto and
Andr{\'{e}} M. C. Campos and
Araken M. Santos and
Eliane C. M. de Moura and
Emanuel B. Santos and
Rodrigo G. Soares and
Kaio A. A. Dantas},
editor = {Jaime Sim{\~{a}}o Sichman and
Helder Coelho and
Solange Oliveira Rezende},
title = {Simulating Working Environments Through the Use of Personality-Based
Agents},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA-SBIA} 2006, 2nd International
Joint Conference, 10th Ibero-American Conference on AI, 18th Brazilian
{AI} Symposium, Ribeir{\~{a}}o Preto, Brazil, October 23-27, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4140},
pages = {108--117},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11874850\_15},
doi = {10.1007/11874850\_15},
timestamp = {Sun, 02 Jun 2019 21:17:03 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/CanutoCSMSSD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DutraCS06,
author = {Thiago Dutra and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Using Weighted Combination-Based Methods in Ensembles with Different
Levels of Diversity},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {708--717},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_79},
doi = {10.1007/11893028\_79},
timestamp = {Fri, 16 Aug 2024 07:48:32 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DutraCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SoaresSCS06,
author = {Rodrigo G. F. Soares and
Alixandre Santana and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {Using Accuracy and Diversity to Select Classifiers to Build Ensembles},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1310--1316},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246844},
doi = {10.1109/IJCNN.2006.246844},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SoaresSCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantanaCA06,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto and
M{\'{a}}rjory C. C. Abreu},
title = {Analyzing the Performance of an Agent-based Neural System for Classification
Tasks Using Data Distribution among the Agents},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {2951--2958},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247229},
doi = {10.1109/IJCNN.2006.247229},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SantanaCA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AbreuC06,
author = {M{\'{a}}rjory C. C. Abreu and
Anne M. P. Canuto},
title = {Analyzing the Benefits of Using a Fuzzy-Neuro Model in the Accuracy
of the NeurAge System: an Agent-Based System for Classification Tasks},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {2959--2966},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247251},
doi = {10.1109/IJCNN.2006.247251},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AbreuC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/FagundesC06,
author = {Diogo Fagundes and
Anne M. P. Canuto},
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {Applying Weights in the Functioning of the Dynamic Classifier Selection
Method},
booktitle = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
pages = {12--17},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/SBRN.2006.11},
doi = {10.1109/SBRN.2006.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/FagundesC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/SantanaSCS06,
author = {Alixandre Santana and
Rodrigo G. F. Soares and
Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto},
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {A Dynamic Classifier Selection Method to Build Ensembles using Accuracy
and Diversity},
booktitle = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
pages = {36--41},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/SBRN.2006.1},
doi = {10.1109/SBRN.2006.1},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/SantanaSCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/SantanaCA06,
author = {Laura Emmanuella A. Santana and
Anne M. P. Canuto and
M{\'{a}}rjory C. C. Abreu},
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {A Neuro-Fuzzy-Based Agent System with Data Distribution among the
Agents for Classification Tasks},
booktitle = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
pages = {154--159},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/SBRN.2006.6},
doi = {10.1109/SBRN.2006.6},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/SantanaCA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sbrn/2006,
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://ieeexplore.ieee.org/xpl/conhome/4026792/proceeding},
isbn = {0-7695-2680-2},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbrn/2006.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}
}
@inproceedings{DBLP:conf/his/AbreuCS05,
author = {M{\'{a}}rjory C. C. Abreu and
Anne M. P. Canuto and
Laura Emmanuella A. Santana},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {A Comparative Analysis of Negotiation Methods for a Multi-neural Agent
System},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {451--456},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.3},
doi = {10.1109/ICHIS.2005.3},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/AbreuCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/CanutoCAMSSS05,
author = {Anne M. P. Canuto and
Andr{\'{e}} M. C. Campos and
Jo{\~{a}}o Carlos Alchieri and
Eliane C. M. de Moura and
Araken M. Santos and
Emamuel B. dos Santos and
Rodrigo G. Soares},
editor = {Andrzej Skowron and
Jean{-}Paul A. Barth{\`{e}}s and
Lakhmi C. Jain and
Ron Sun and
Pierre Morizet{-}Mahoudeaux and
Jiming Liu and
Ning Zhong},
title = {A personality-based model of agents for representing individuals in
working organizations},
booktitle = {Proceedings of the 2005 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, Compiegne, France, September 19-22,
2005},
pages = {65--72},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/IAT.2005.18},
doi = {10.1109/IAT.2005.18},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/CanutoCAMSSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/la-web/TavaresOCGF05,
author = {Tatiana A. Tavares and
Samuel A. Oliveira and
Anne M. P. Canuto and
Luiz Marcos Gon{\c{c}}alves and
Guido Lemos de Souza Filho},
title = {A Multi-Agent System for 3D Media Spaces Assistance},
booktitle = {Third Latin American Web Congress (LA-Web 2005), 1 October - 2 November
2005, Buenos Aires, Argentina},
pages = {166--175},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/LAWEB.2005.6},
doi = {10.1109/LAWEB.2005.6},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/la-web/TavaresOCGF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/CamposCF04,
author = {Andr{\'{e}} M. C. Campos and
Anne M. P. Canuto and
Jorge H. C. Fernandes},
title = {Towards a Methodology for Developing Agent-Based Simulations: The
MASim Methodology},
booktitle = {3rd International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2004), 19-23 August 2004, New York, NY, {USA}},
pages = {1494--1495},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.ieeecomputersociety.org/10.1109/AAMAS.2004.10237},
doi = {10.1109/AAMAS.2004.10237},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/CamposCF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BedregalSC04,
author = {Benjam{\'{\i}}n Ren{\'{e}} Callejas Bedregal and
Regivan H. N. Santiago and
Anne Mag{\'{a}}ly de Paula Canuto},
title = {A normal form which preserves 1-tautologies and 0-contradictions in
a class of residuum-based propositional fuzzy logics},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {647--652},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375473},
doi = {10.1109/FUZZY.2004.1375473},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BedregalSC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/CanutoSABSJ04,
author = {Anne M. P. Canuto and
Araken M. Santos and
M{\'{a}}rjory C. C. Abreu and
Val{\'{e}}ria Maria S. Bezerra and
Fernanda M. Souza and
Manuel F. Gomes Junior},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Investigating the Use of an Agent-Based Multi-classifier System for
Classification Tasks},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {854--859},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_131},
doi = {10.1007/978-3-540-30499-9\_131},
timestamp = {Thu, 04 Jun 2020 19:07:58 +0200},
biburl = {https://dblp.org/rec/conf/iconip/CanutoSABSJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/la-web/TavaresOCGF04,
author = {Tatiana A. Tavares and
Samuel A. Oliveira and
Anne M. P. Canuto and
Luiz Marcos Gon{\c{c}}alves and
Guido Lemos de Souza Filho},
title = {An Infrastructure for Providing Communication among Users of Virtual
Cultural Spaces},
booktitle = {Joint Conference 10th Brazilian Symposium on Multimedia and the Web
{\&} 2nd Latin American Web Congress, (WebMedia {\&} LA-Web
2004), 12-15 October 2004, Ribeirao Preto-SP, Brazil},
pages = {54--61},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/WEBMED.2004.1348146},
doi = {10.1109/WEBMED.2004.1348146},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/la-web/TavaresOCGF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/CanutoFH03,
author = {Anne M. P. Canuto and
Michael C. Fairhurst and
Gareth Howells},
title = {Fuzzy Connectives as a Combination Tool in a Hybrid Multi-Neural System},
journal = {Int. J. Neural Syst.},
volume = {13},
number = {2},
pages = {67--76},
year = {2003},
url = {https://doi.org/10.1142/S0129065703001455},
doi = {10.1142/S0129065703001455},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/CanutoFH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/uais/DeraviFGMC03,
author = {Farzin Deravi and
Michael C. Fairhurst and
Richard M. Guest and
Nick Jeremy Mavity and
Anne M. P. Canuto},
title = {Intelligent agents for the management of complexity in multimodal
biometrics},
journal = {Univers. Access Inf. Soc.},
volume = {2},
number = {4},
pages = {293--304},
year = {2003},
url = {https://doi.org/10.1007/s10209-002-0039-1},
doi = {10.1007/S10209-002-0039-1},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/uais/DeraviFGMC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/CanutoFH02,
author = {Anne M. P. Canuto and
Michael C. Fairhurst and
Gareth Howells},
editor = {Teresa Bernarda Ludermir and
Marc{\'{\i}}lio Carlos Pereira de Souto},
title = {An Investigation of Fuzzy Combiners applied to a Hybrid Multi-neural
System},
booktitle = {7th Brazilian Symposium on Neural Networks {(SBRN} 2002), 11-14 November
2002, Recife, Brazil},
pages = {156--161},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/SBRN.2002.1181462},
doi = {10.1109/SBRN.2002.1181462},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/CanutoFH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/CanutoFH01,
author = {Anne M. P. Canuto and
Michael C. Fairhurst and
Gareth Howells},
title = {Improving Artmap Learning Through Variable Vigilance},
journal = {Int. J. Neural Syst.},
volume = {11},
number = {6},
pages = {509--522},
year = {2001},
url = {https://doi.org/10.1142/S012906570100093X},
doi = {10.1142/S012906570100093X},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/CanutoFH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/CanutoHF00,
author = {Anne M. P. Canuto and
Gareth Howells and
Michael C. Fairhurst},
title = {The use of confidence measures to enhance combination strategies in
multi-network neuro-fuzzy systems},
journal = {Connect. Sci.},
volume = {12},
number = {3-4},
pages = {315--331},
year = {2000},
url = {https://doi.org/10.1080/09540090010014089},
doi = {10.1080/09540090010014089},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/CanutoHF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/CanutoHF00,
author = {Anne M. P. Canuto and
Gareth Howells and
Michael C. Fairhurst},
title = {An Investigation of the Effects of Variable Vigilance within the RePART
Neuro-Fuzzy Network},
journal = {J. Intell. Robotic Syst.},
volume = {29},
number = {4},
pages = {317--334},
year = {2000},
url = {https://doi.org/10.1023/A:1008159908688},
doi = {10.1023/A:1008159908688},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jirs/CanutoHF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/CanutoHF99,
author = {Anne M. P. Canuto and
Gareth Howells and
Michael C. Fairhurst},
editor = {Bernd Reusch},
title = {RePART: {A} Modified Fuzzy {ARTMAP} for Pattern Recognition},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference, 6th Fuzzy Days, Dortmund, Germany, May 25-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1625},
pages = {159--168},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48774-3\_19},
doi = {10.1007/3-540-48774-3\_19},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/CanutoHF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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