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ORCIDBibTeX records: Cleber Zanchettin
@inproceedings{DBLP:conf/bracis/MonteiroZ23,
author = {Monique Monteiro and
Cleber Zanchettin},
editor = {Murilo Coelho Naldi and
Reinaldo A. C. Bianchi},
title = {Optimization Strategies for BERT-Based Named Entity Recognition},
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 = {80--94},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45392-2\_6},
doi = {10.1007/978-3-031-45392-2\_6},
timestamp = {Mon, 16 Oct 2023 19:47:09 +0200},
biburl = {https://dblp.org/rec/conf/bracis/MonteiroZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/AlbuquerqueSOMZVSC23,
author = {Hidelberg Oliveira Albuquerque and
Ellen Souza and
Adriano L. I. Oliveira and
David Mac{\^{e}}do and
Cleber Zanchettin and
Douglas Vit{\'{o}}rio and
N{\'{a}}dia F{\'{e}}lix F. da Silva and
Andr{\'{e}} C. P. L. F. de Carvalho},
editor = {Nuno Moniz and
Zita Vale and
Jos{\'{e}} Cascalho and
Catarina Silva and
Raquel Sebasti{\~{a}}o},
title = {On the Assessment of Deep Learning Models for Named Entity Recognition
of Brazilian Legal Documents},
booktitle = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial
Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14116},
pages = {93--104},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49011-8\_8},
doi = {10.1007/978-3-031-49011-8\_8},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/AlbuquerqueSOMZVSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SantosSOMNZ23,
author = {Fl{\'{a}}vio Arthur O. Santos and
Maynara Donato de Souza and
Pedro Oliveira and
Leonardo Nogueira Matos and
Paulo Novais and
Cleber Zanchettin},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Image Classification Understanding with Model Inspector Tool},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {611--622},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_52},
doi = {10.1007/978-3-031-40725-3\_52},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SantosSOMNZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/PereiraNZF23,
author = {Jayr Alencar Pereira and
Rodrigo Frassetto Nogueira and
Cleber Zanchettin and
Robson N. Fidalgo},
editor = {Maiga Chang and
Nian{-}Shing Chen and
Rita Kuo and
George Rudolph and
Demetrios G. Sampson and
Ahmed Tlili},
title = {An Augmentative and Alternative Communication Synthetic Corpus for
Brazilian Portuguese},
booktitle = {{IEEE} International Conference on Advanced Learning Technologies,
{ICALT} 2023, Orem, UT, USA, July 10-13, 2023},
pages = {202--206},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICALT58122.2023.00066},
doi = {10.1109/ICALT58122.2023.00066},
timestamp = {Wed, 11 Oct 2023 10:11:29 +0200},
biburl = {https://dblp.org/rec/conf/icalt/PereiraNZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/SantosZ23,
author = {Fl{\'{a}}vio Arthur Oliveira Santos and
Cleber Zanchettin},
title = {Exploring Image Classification Robustness and Interpretability with
Right for the Right Reasons Data Augmentation},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {4149--4158},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00448},
doi = {10.1109/ICCVW60793.2023.00448},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/SantosZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CunhaMZ23,
author = {Evair Cunha and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Improving small object detection with DETRAug},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191541},
doi = {10.1109/IJCNN54540.2023.10191541},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CunhaMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NogueiraMZNO23,
author = {Lucas de Lima Nogueira and
David Mac{\^{e}}do and
Cleber Zanchettin and
Fernando M. P. Neto and
Adriano Lorena In{\'{a}}cio de Oliveira},
title = {Learning What, Where and Which to Transfer},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191815},
doi = {10.1109/IJCNN54540.2023.10191815},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NogueiraMZNO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RodriguesSMZES23,
author = {Iago Richard Rodrigues and
Leylane Graziele Ferreira da Silva and
David L. Mac{\^{e}}do and
Cleber Zanchettin and
Patricia Takako Endo and
Djamel Fawzi Hadj Sadok},
title = {Self-calibrated U-Net for Document Segmentation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191628},
doi = {10.1109/IJCNN54540.2023.10191628},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RodriguesSMZES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SouzaJQSSZ23,
author = {Maynara Donato de Souza and
Clesson Roberto Silva Junior and
Jonysberg P. Quintino and
Andre Lu{\'{\i}}s de Medeiros Santos and
Fabio Q. B. da Silva and
Cleber Zanchettin},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Exploring the Impact of Synthetic Data on Human Activity Recognition
Tasks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {656--665},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.203},
doi = {10.1016/J.PROCS.2023.08.203},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SouzaJQSSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lacci/AlmeidaGZB23,
author = {Arthur Almeida and
Lu{\'{\i}}s Gon{\c{c}}alves and
Cleber Zanchettin and
Byron Leite Dantas Bezerra},
title = {A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection
in Network Traffic},
booktitle = {{IEEE} Latin American Conference on Computational Intelligence, {LA-CCI}
2023, Recife, PE, Brazil, October 29 - November 1, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/LA-CCI58595.2023.10409491},
doi = {10.1109/LA-CCI58595.2023.10409491},
timestamp = {Tue, 20 Feb 2024 14:00:16 +0100},
biburl = {https://dblp.org/rec/conf/lacci/AlmeidaGZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lacci/MacedoBLSJZ23,
author = {Jo{\~{a}}o Macedo and
Byron L. D. Bezerra and
Estanislau Lima and
Alysson Soares and
Celso A. M. Lopes Junior and
Cleber Zanchettin},
title = {Evaluating Transformer-based Models in the Information Extraction
of Fiscal Documents},
booktitle = {{IEEE} Latin American Conference on Computational Intelligence, {LA-CCI}
2023, Recife, PE, Brazil, October 29 - November 1, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/LA-CCI58595.2023.10409483},
doi = {10.1109/LA-CCI58595.2023.10409483},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lacci/MacedoBLSJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/BarbosaSZM23,
author = {Paulo F. C. Barbosa and
Bruna Silva and
Cleber Zanchettin and
Renato Mariz de Moraes},
title = {Energy Consumption {CSMA/CA} and slotted {ALOHA} ({\(\mu\)}-AMPS)},
publisher = {{IEEE} DataPort},
year = {2023},
month = jan,
howpublished = {\url{https://doi.org/10.21227/99vd-vh94}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/99vd-vh94},
doi = {10.21227/99VD-VH94},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/BarbosaSZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/BarbosaZM23,
author = {Paulo F. C. Barbosa and
Cleber Zanchettin and
Renato M. de Moraes},
title = {Energy Consumption Tmote Sky Ultra low power {IEEE} 802.15.4},
publisher = {{IEEE} DataPort},
year = {2023},
month = jan,
howpublished = {\url{https://doi.org/10.21227/xsph-hf71}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/xsph-hf71},
doi = {10.21227/XSPH-HF71},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/BarbosaZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09497,
author = {Jayr Alencar Pereira and
Rodrigo Frassetto Nogueira and
Cleber Zanchettin and
Robson do Nascimento Fidalgo},
title = {Predictive Authoring for Brazilian Portuguese Augmentative and Alternative
Communication},
journal = {CoRR},
volume = {abs/2308.09497},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.09497},
doi = {10.48550/ARXIV.2308.09497},
eprinttype = {arXiv},
eprint = {2308.09497},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-09497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AyalaFCMZ22,
author = {Angel Ayala and
Bruno Jos{\'{e}} Torres Fernandes and
Francisco Cruz and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Convolution Optimization in Fire Classification},
journal = {{IEEE} Access},
volume = {10},
pages = {23642--23658},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3151660},
doi = {10.1109/ACCESS.2022.3151660},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AyalaFCMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/GomesMZNO22,
author = {Mouglas Eug{\^{e}}nio Nas{\'{a}}rio Gomes and
David Mac{\^{e}}do and
Cleber Zanchettin and
Paulo Salgado Gomes de Mattos Neto and
Adriano L. I. Oliveira},
title = {Multi-human Fall Detection and Localization in Videos},
journal = {Comput. Vis. Image Underst.},
volume = {220},
pages = {103442},
year = {2022},
url = {https://doi.org/10.1016/j.cviu.2022.103442},
doi = {10.1016/J.CVIU.2022.103442},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/GomesMZNO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PereiraMZOF22,
author = {Jayr Alencar Pereira and
David Mac{\^{e}}do and
Cleber Zanchettin and
Adriano Lorena In{\'{a}}cio de Oliveira and
Robson do Nascimento Fidalgo},
title = {PictoBERT: Transformers for next pictogram prediction},
journal = {Expert Syst. Appl.},
volume = {202},
pages = {117231},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117231},
doi = {10.1016/J.ESWA.2022.117231},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PereiraMZOF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/SantosZMN22,
author = {Fl{\'{a}}vio Arthur Oliveira Santos and
Cleber Zanchettin and
Leonardo Nogueira Matos and
Paulo Novais},
title = {On the Impact of Interpretability Methods in Active Image Augmentation
Method},
journal = {Log. J. {IGPL}},
volume = {30},
number = {4},
pages = {611--621},
year = {2022},
url = {https://doi.org/10.1093/jigpal/jzab006},
doi = {10.1093/JIGPAL/JZAB006},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/igpl/SantosZMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MacedoRZOL22,
author = {David Mac{\^{e}}do and
Tsang Ing Ren and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Teresa Bernarda Ludermir},
title = {Entropic Out-of-Distribution Detection: Seamless Detection of Unknown
Examples},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2350--2364},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3112897},
doi = {10.1109/TNNLS.2021.3112897},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MacedoRZOL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/MacedoDLZ22,
author = {David Mac{\^{e}}do and
Pedro Dreyer and
Teresa Bernarda Ludermir and
Cleber Zanchettin},
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Training Aware Sigmoidal Optimization},
booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13654},
pages = {123--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21689-3\_10},
doi = {10.1007/978-3-031-21689-3\_10},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/MacedoDLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/JuniorMOZ22,
author = {Levi S. Ramos J{\'{u}}nior and
David Mac{\^{e}}do and
Adriano L. I. Oliveira and
Cleber Zanchettin},
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Detecting Malicious {HTTP} Requests Without Log Parser Using RequestBERT-BiLSTM},
booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13654},
pages = {328--342},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21689-3\_24},
doi = {10.1007/978-3-031-21689-3\_24},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/JuniorMOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SilvaLMZTUT22,
author = {Di{\'{o}}genes Wallis de Fran{\c{c}}a Silva and
Jo{\~{a}}o Paulo Silva do Monte Lima and
David Mac{\^{e}}do and
Cleber Zanchettin and
Diego Gabriel Francis Thomas and
Hideaki Uchiyama and
Veronica Teichrieb},
editor = {Elias Pimenidis and
Plamen P. Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection
Error},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13531},
pages = {482--494},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15934-3\_40},
doi = {10.1007/978-3-031-15934-3\_40},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SilvaLMZTUT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JuniorMOZ22,
author = {Levi S. Ramos J{\'{u}}nior and
David Mac{\^{e}}do and
Adriano L. I. Oliveira and
Cleber Zanchettin},
editor = {Elias Pimenidis and
Plamen P. Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {LogBERT-BiLSTM: Detecting Malicious Web Requests},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13531},
pages = {704--715},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15934-3\_58},
doi = {10.1007/978-3-031-15934-3\_58},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/JuniorMOZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SilvaXMZO22,
author = {Andersson A. Da Silva and
Amanda S. Xavier and
David Mac{\^{e}}do and
Cleber Zanchettin and
Adriano L. I. Oliveira},
title = {An Adapted {GRASP} Approach for Hyperparameter Search on Deep Networks
Applied to Tabular Data},
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/IJCNN55064.2022.9892288},
doi = {10.1109/IJCNN55064.2022.9892288},
timestamp = {Mon, 25 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SilvaXMZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/BastosSZ22,
author = {Thiago Moura da Rocha Bastos and
Luiz Stragevitch and
Cleber Zanchettin},
editor = {Giovanni Maria Farinella and
Petia Radeva and
Kadi Bouatouch},
title = {Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized
Film Product},
booktitle = {Proceedings of the 17th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022},
pages = {380--386},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010815400003124},
doi = {10.5220/0010815400003124},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/BastosSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02065,
author = {Cleison Correia de Amorim and
Cleber Zanchettin},
title = {ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American
Sign Language},
journal = {CoRR},
volume = {abs/2201.02065},
year = {2022},
url = {https://arxiv.org/abs/2201.02065},
eprinttype = {arXiv},
eprint = {2201.02065},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05874,
author = {David Mac{\^{e}}do and
Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {Distinction Maximization Loss: Efficiently Improving Classification
Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection
Simply Replacing the Loss and Calibrating},
journal = {CoRR},
volume = {abs/2205.05874},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05874},
doi = {10.48550/ARXIV.2205.05874},
eprinttype = {arXiv},
eprint = {2205.05874},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05874.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/SantosBMZ21,
author = {Fl{\'{a}}vio Arthur O. Santos and
Thiago Dias Bispo and
Hendrik Teixeira Macedo and
Cleber Zanchettin},
title = {Morphological Skip-Gram: Replacing FastText characters n-gram with
morphological knowledge},
journal = {Inteligencia Artif.},
volume = {24},
number = {67},
pages = {1--17},
year = {2021},
url = {https://doi.org/10.4114/intartif.vol24iss67pp1-17},
doi = {10.4114/INTARTIF.VOL24ISS67PP1-17},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/SantosBMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/Araujo-FilhoKCS21,
author = {Paulo Freitas de Araujo{-}Filho and
Georges Kaddoum and
Divanilson R. Campelo and
Aline Gondim Santos and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial
Networks in Fog Environment},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {8},
pages = {6247--6256},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3024800},
doi = {10.1109/JIOT.2020.3024800},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/Araujo-FilhoKCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/SilvaPMSZN21,
author = {Rafael Silva and
Bruno O. Prado and
Leonardo N. Matos and
Fl{\'{a}}vio Arthur O. Santos and
Cleber Zanchettin and
Paulo Novais},
editor = {Jo{\~{a}}o Manuel R. S. Tavares and
Jo{\~{a}}o Paulo Papa and
Manuel Gonz{\'{a}}lez Hidalgo},
title = {Construction of Brazilian Regulatory Traffic Sign Recognition Dataset},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,
Portugal, May 10-13, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12702},
pages = {163--172},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93420-0\_16},
doi = {10.1007/978-3-030-93420-0\_16},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/SilvaPMSZN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SantosZSMN21,
author = {Fl{\'{a}}vio Arthur Oliveira Santos and
Cleber Zanchettin and
Jos{\'{e}} Vitor Santos Silva and
Leonardo Nogueira Matos and
Paulo Novais},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks},
booktitle = {Hybrid Artificial Intelligent Systems - 16th International Conference,
{HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12886},
pages = {600--610},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86271-8\_50},
doi = {10.1007/978-3-030-86271-8\_50},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/SantosZSMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MacedoRZOL21,
author = {David Mac{\^{e}}do and
Tsang Ing Ren and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Teresa Bernarda Ludermir},
title = {Entropic Out-of-Distribution Detection},
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/IJCNN52387.2021.9533899},
doi = {10.1109/IJCNN52387.2021.9533899},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MacedoRZOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SilvaMZOF21,
author = {Julio Cezar Soares Silva and
David Mac{\^{e}}do and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Adiel Teixeira de Almeida Filho},
title = {Multi-Class Mobile Money Service Financial Fraud Detection by Integrating
Supervised Learning with Adversarial Autoencoders},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533313},
doi = {10.1109/IJCNN52387.2021.9533313},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SilvaMZOF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/VasconcelosMANB21,
author = {Paulo M. Vasconcelos and
David Mac{\^{e}}do and
Leandro M. Almeida and
Reginaldo G. L. Neto and
Clayton A. Benevides and
Cleber Zanchettin and
Adriano L. I. Oliveira},
title = {Identification of Microorganism Colony Odor Signature using InceptionTime},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {60--65},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9658669},
doi = {10.1109/SMC52423.2021.9658669},
timestamp = {Tue, 11 Jan 2022 08:26:14 +0100},
biburl = {https://dblp.org/rec/conf/smc/VasconcelosMANB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08716,
author = {David Mac{\^{e}}do and
Pedro Dreyer and
Teresa Bernarda Ludermir and
Cleber Zanchettin},
title = {Training Aware Sigmoidal Optimizer},
journal = {CoRR},
volume = {abs/2102.08716},
year = {2021},
url = {https://arxiv.org/abs/2102.08716},
eprinttype = {arXiv},
eprint = {2102.08716},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12354,
author = {Fl{\'{a}}vio Arthur O. Santos and
Cleber Zanchettin and
Leonardo N. Matos and
Paulo Novais},
title = {On the Impact of Interpretability Methods in Active Image Augmentation
Method},
journal = {CoRR},
volume = {abs/2102.12354},
year = {2021},
url = {https://arxiv.org/abs/2102.12354},
eprinttype = {arXiv},
eprint = {2102.12354},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02273,
author = {Willams L. Costa and
David Mac{\^{e}}do and
Cleber Zanchettin and
Lucas Silva Figueiredo and
Veronica Teichrieb},
title = {Multi-Cue Adaptive Emotion Recognition Network},
journal = {CoRR},
volume = {abs/2111.02273},
year = {2021},
url = {https://arxiv.org/abs/2111.02273},
eprinttype = {arXiv},
eprint = {2111.02273},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/JuniorLBZT20,
author = {Ricardo Batista das Neves Junior and
Estanislau Lima and
Byron L. D. Bezerra and
Cleber Zanchettin and
Alejandro H. Toselli},
title = {HU-PageScan: a fully convolutional neural network for document page
crop},
journal = {{IET} Image Process.},
volume = {14},
number = {15},
pages = {3890--3898},
year = {2020},
url = {https://doi.org/10.1049/iet-ipr.2020.0532},
doi = {10.1049/IET-IPR.2020.0532},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-ipr/JuniorLBZT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/PereiraSMNZL20,
author = {Danilo Pereira and
Fl{\'{a}}vio Arthur O. Santos and
Leonardo N. Matos and
Paulo Novais and
Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Cesar Analide and
Paulo Novais and
David Camacho and
Hujun Yin},
title = {On Analysing Similarity Knowledge Transfer by Ensembles},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2020
- 21st International Conference, Guimaraes, Portugal, November 4-6,
2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12490},
pages = {202--210},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-62365-4\_20},
doi = {10.1007/978-3-030-62365-4\_20},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/PereiraSMNZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AyalaF0MOZ20,
author = {Angel Ayala and
Bruno J. T. Fernandes and
Francisco Cruz and
David Mac{\^{e}}do and
Adriano L. I. Oliveira and
Cleber Zanchettin},
title = {KutralNet: {A} Portable Deep Learning Model for Fire Recognition},
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/IJCNN48605.2020.9207202},
doi = {10.1109/IJCNN48605.2020.9207202},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AyalaF0MOZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FelizRMSOTZ20,
author = {Heitor Felix and
Walber M. Rodrigues and
David Mac{\^{e}}do and
Francisco Sim{\~{o}}es and
Adriano L. I. Oliveira and
Veronica Teichrieb and
Cleber Zanchettin},
title = {Squeezed Deep 6DoF Object Detection using Knowledge Distillation},
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/IJCNN48605.2020.9207459},
doi = {10.1109/IJCNN48605.2020.9207459},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FelizRMSOTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JuniorVMBZ20,
author = {Ricardo Batista das Neves Junior and
Luiz Felipe Ver{\c{c}}osa and
David Macedo and
Byron Leite Dantas Bezerra and
Cleber Zanchettin},
title = {A Fast Fully Octave Convolutional Neural Network for Document Image
Segmentation},
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/IJCNN48605.2020.9206711},
doi = {10.1109/IJCNN48605.2020.9206711},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JuniorVMBZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MoreiraOMZB20,
author = {Johny Moreira and
Chaina Oliveira and
David Mac{\^{e}}do and
Cleber Zanchettin and
Luciano Barbosa},
title = {Distantly-Supervised Neural Relation Extraction with Side Information
using {BERT}},
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/IJCNN48605.2020.9206648},
doi = {10.1109/IJCNN48605.2020.9206648},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/MoreiraOMZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NunesMZ20,
author = {Jo{\~{a}}o Ant{\^{o}}nio Chagas Nunes and
David Macedo and
Cleber Zanchettin},
title = {AM-MobileNet1D: {A} Portable Model for Speaker Recognition},
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/IJCNN48605.2020.9207519},
doi = {10.1109/IJCNN48605.2020.9207519},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NunesMZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/latincom/SenaDZ20,
author = {Ygor Amaral B. L. de Sena and
Kelvin Lopes Dias and
Cleber Zanchettin},
title = {{DQN-AF:} Deep Q-Network based Adaptive Forwarding Strategy for Named
Data Networking},
booktitle = {{IEEE} Latin-American Conference on Communications, {LATINCOM} 2020,
Santo Domingo, Dominican Republic, November 18-20, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/LATINCOM50620.2020.9282301},
doi = {10.1109/LATINCOM50620.2020.9282301},
timestamp = {Tue, 26 Jan 2021 16:01:08 +0100},
biburl = {https://dblp.org/rec/conf/latincom/SenaDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/BarbosaSZM20,
author = {Paulo F. C. Barbosa and
Bruna Alves da Silva and
Cleber Zanchettin and
Renato Mariz de Moraes},
title = {Energy Consumption Optimization for {CSMA/CA} Protocol Employing Machine
Learning},
booktitle = {91st {IEEE} Vehicular Technology Conference, {VTC} Spring 2020, Antwerp,
Belgium, May 25-28, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VTC2020-Spring48590.2020.9128450},
doi = {10.1109/VTC2020-SPRING48590.2020.9128450},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vtc/BarbosaSZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13586,
author = {Heitor Felix and
Walber M. Rodrigues and
David Mac{\^{e}}do and
Francisco Sim{\~{o}}es and
Adriano L. I. Oliveira and
Veronica Teichrieb and
Cleber Zanchettin},
title = {Squeezed Deep 6DoF Object Detection Using Knowledge Distillation},
journal = {CoRR},
volume = {abs/2003.13586},
year = {2020},
url = {https://arxiv.org/abs/2003.13586},
eprinttype = {arXiv},
eprint = {2003.13586},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00132,
author = {Jo{\~{a}}o Ant{\^{o}}nio Chagas Nunes and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {AM-MobileNet1D: {A} Portable Model for Speaker Recognition},
journal = {CoRR},
volume = {abs/2004.00132},
year = {2020},
url = {https://arxiv.org/abs/2004.00132},
eprinttype = {arXiv},
eprint = {2004.00132},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01317,
author = {Ricardo Batista das Neves Junior and
Luiz Felipe Ver{\c{c}}osa and
David Mac{\^{e}}do and
Byron Leite Dantas Bezerra and
Cleber Zanchettin},
title = {A Fast Fully Octave Convolutional Neural Network for Document Image
Segmentation},
journal = {CoRR},
volume = {abs/2004.01317},
year = {2020},
url = {https://arxiv.org/abs/2004.01317},
eprinttype = {arXiv},
eprint = {2004.01317},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14443,
author = {Johny Moreira and
Chaina Oliveira and
David Macedo and
Cleber Zanchettin and
Luciano Barbosa},
title = {Distantly-Supervised Neural Relation Extraction with Side Information
using {BERT}},
journal = {CoRR},
volume = {abs/2004.14443},
year = {2020},
url = {https://arxiv.org/abs/2004.14443},
eprinttype = {arXiv},
eprint = {2004.14443},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10055,
author = {Fl{\'{a}}vio Arthur O. Santos and
Hendrik T. Macedo and
Thiago Dias Bispo and
Cleber Zanchettin},
title = {Morphological Skip-Gram: Using morphological knowledge to improve
word representation},
journal = {CoRR},
volume = {abs/2007.10055},
year = {2020},
url = {https://arxiv.org/abs/2007.10055},
eprinttype = {arXiv},
eprint = {2007.10055},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06866,
author = {Angel Ayala and
Bruno J. T. Fernandes and
Francisco Cruz and
David Mac{\^{e}}do and
Adriano L. I. Oliveira and
Cleber Zanchettin},
title = {KutralNet: {A} Portable Deep Learning Model for Fire Recognition},
journal = {CoRR},
volume = {abs/2008.06866},
year = {2020},
url = {https://arxiv.org/abs/2008.06866},
eprinttype = {arXiv},
eprint = {2008.06866},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09897,
author = {Ygor Amaral B. L. de Sena and
Kelvin Lopes Dias and
Cleber Zanchettin},
title = {{DQN-AF:} Deep Q-Network based Adaptive Forwarding Strategy for Named
Data Networking},
journal = {CoRR},
volume = {abs/2010.09897},
year = {2020},
url = {https://arxiv.org/abs/2010.09897},
eprinttype = {arXiv},
eprint = {2010.09897},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MacedoZOL19,
author = {David Mac{\^{e}}do and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Teresa Bernarda Ludermir},
title = {Enhancing batch normalized convolutional networks using displaced
rectifier linear units: {A} systematic comparative study},
journal = {Expert Syst. Appl.},
volume = {124},
pages = {271--281},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2019.01.066},
doi = {10.1016/J.ESWA.2019.01.066},
timestamp = {Fri, 31 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MacedoZOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SantosZMN19,
author = {Fl{\'{a}}vio Arthur Oliveira Santos and
Cleber Zanchettin and
Leonardo Nogueira Matos and
Paulo Novais},
editor = {Hilde P{\'{e}}rez Garc{\'{\i}}a and
Lidia S{\'{a}}nchez{-}Gonz{\'{a}}lez and
Manuel Castej{\'{o}}n Limas and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Active Image Data Augmentation},
booktitle = {Hybrid Artificial Intelligent Systems - 14th International Conference,
{HAIS} 2019, Le{\'{o}}n, Spain, September 4-6, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11734},
pages = {310--321},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29859-3\_27},
doi = {10.1007/978-3-030-29859-3\_27},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SantosZMN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DuqueSMZ19,
author = {Andr{\'{e}}a B. Duque and
Lu{\~{a}} L{\'{a}}zaro J. Santos and
David Mac{\^{e}}do and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Squeezed Very Deep Convolutional Neural Networks for Text Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Theoretical
Neural Computation - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {11727},
pages = {193--207},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30487-4\_16},
doi = {10.1007/978-3-030-30487-4\_16},
timestamp = {Sat, 19 Oct 2019 20:11:53 +0200},
biburl = {https://dblp.org/rec/conf/icann/DuqueSMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AbreuFMZ19,
author = {Jader Abreu and
Luis Fred and
David Mac{\^{e}}do and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hierarchical Attentional Hybrid Neural Networks for Document Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {396--402},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_39},
doi = {10.1007/978-3-030-30493-5\_39},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbreuFMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SouzaZ19,
author = {Thiago V. M. Souza and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Improving Deep Image Clustering with Spatial Transformer Layers},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {641--654},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_51},
doi = {10.1007/978-3-030-30490-4\_51},
timestamp = {Sat, 19 Oct 2019 20:11:55 +0200},
biburl = {https://dblp.org/rec/conf/icann/SouzaZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AmorimMZ19,
author = {Cleison Correia de Amorim and
David Mac{\^{e}}do and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {646--657},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_59},
doi = {10.1007/978-3-030-30493-5\_59},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AmorimMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SilvaZ19,
author = {Evandro J. R. Silva and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple
Imbalanced Classes},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep
Learning - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11728},
pages = {766--778},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30484-3\_60},
doi = {10.1007/978-3-030-30484-3\_60},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/SilvaZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/SilvaJLBZ19,
author = {Paloma G. S. Silva and
Celso A. M. Lopes Junior and
Estanislau Lima and
Byron L. D. Bezerra and
Cleber Zanchettin},
title = {Speeding-up the Handwritten Signature Segmentation Process through
an Optimized Fully Convolutional Neural Network},
booktitle = {2019 International Conference on Document Analysis and Recognition,
{ICDAR} 2019, Sydney, Australia, September 20-25, 2019},
pages = {1417--1423},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDAR.2019.00228},
doi = {10.1109/ICDAR.2019.00228},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdar/SilvaJLBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CastroPZMB19,
author = {Dayvid Castro and
Danilo Pereira and
Cleber Zanchettin and
David Mac{\^{e}}do and
Byron L. D. Bezerra},
title = {Towards Optimizing Convolutional Neural Networks for Robotic Surgery
Skill Evaluation},
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.2019.8852341},
doi = {10.1109/IJCNN.2019.8852341},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CastroPZMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LimaMZ19,
author = {Jefferson L. P. Lima and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Heartbeat Anomaly Detection using Adversarial Oversampling},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852242},
doi = {10.1109/IJCNN.2019.8852242},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LimaMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NunesMZ19,
author = {Jo{\~{a}}o Ant{\^{o}}nio Chagas Nunes and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Additive Margin SincNet for Speaker Recognition},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852112},
doi = {10.1109/IJCNN.2019.8852112},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/NunesMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosMZS19,
author = {Tiago J. dos Santos and
Carlos A. B. Mello and
Cleber Zanchettin and
Thiago V. M. de Souza},
title = {On the Influence of the Color Model for Image Boundary Detection Algorithms
based on Convolutional Neural Networks},
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.2019.8851701},
doi = {10.1109/IJCNN.2019.8851701},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosMZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosPMZ19,
author = {Fl{\'{a}}vio Arthur O. Santos and
Karina L. Ponce{-}Guevara and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Improving Universal Language Model Fine-Tuning using Attention Mechanism},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--7},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852398},
doi = {10.1109/IJCNN.2019.8852398},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosPMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06610,
author = {Jader Abreu and
Luis Fred and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Hierarchical Attentional Hybrid Neural Networks for Document Classification},
journal = {CoRR},
volume = {abs/1901.06610},
year = {2019},
url = {http://arxiv.org/abs/1901.06610},
eprinttype = {arXiv},
eprint = {1901.06610},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09821,
author = {Andr{\'{e}}a B. Duque and
Lu{\~{a}} L{\'{a}}zaro J. Santos and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Squeezed Very Deep Convolutional Neural Networks for Text Classification},
journal = {CoRR},
volume = {abs/1901.09821},
year = {2019},
url = {http://arxiv.org/abs/1901.09821},
eprinttype = {arXiv},
eprint = {1901.09821},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09972,
author = {Jefferson L. P. Lima and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Heartbeat Anomaly Detection using Adversarial Oversampling},
journal = {CoRR},
volume = {abs/1901.09972},
year = {2019},
url = {http://arxiv.org/abs/1901.09972},
eprinttype = {arXiv},
eprint = {1901.09972},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10826,
author = {Jo{\~{a}}o Ant{\^{o}}nio Chagas Nunes and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Additive Margin SincNet for Speaker Recognition},
journal = {CoRR},
volume = {abs/1901.10826},
year = {2019},
url = {http://arxiv.org/abs/1901.10826},
eprinttype = {arXiv},
eprint = {1901.10826},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11164,
author = {Cleison Correia de Amorim and
David Mac{\^{e}}do and
Cleber Zanchettin},
title = {Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition},
journal = {CoRR},
volume = {abs/1901.11164},
year = {2019},
url = {http://arxiv.org/abs/1901.11164},
eprinttype = {arXiv},
eprint = {1901.11164},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05401,
author = {Thiago V. M. Souza and
Cleber Zanchettin},
title = {Improving Deep Image Clustering With Spatial Transformer Layers},
journal = {CoRR},
volume = {abs/1902.05401},
year = {2019},
url = {http://arxiv.org/abs/1902.05401},
eprinttype = {arXiv},
eprint = {1902.05401},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05569,
author = {David Mac{\^{e}}do and
Tsang Ing Ren and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Alain Tapp and
Teresa Bernarda Ludermir},
title = {Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native
Neural Networks Out-of-Distribution Detection simply by Replacing
the SoftMax Loss},
journal = {CoRR},
volume = {abs/1908.05569},
year = {2019},
url = {http://arxiv.org/abs/1908.05569},
eprinttype = {arXiv},
eprint = {1908.05569},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/NeivaZ18,
author = {Davi Hirafuji Neiva and
Cleber Zanchettin},
title = {Gesture recognition: {A} review focusing on sign language in a mobile
context},
journal = {Expert Syst. Appl.},
volume = {103},
pages = {159--183},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.01.051},
doi = {10.1016/J.ESWA.2018.01.051},
timestamp = {Thu, 03 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/NeivaZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JuniorMMZOL18,
author = {Luiz Antonio de Oliveira Junior and
Heitor R. Medeiros and
David Macedo and
Cleber Zanchettin and
Adriano L. I. Oliveira and
Teresa Bernarda Ludermir},
title = {SegNetRes-CRF: {A} Deep Convolutional Encoder-Decoder Architecture
for Semantic Image Segmentation},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489376},
doi = {10.1109/IJCNN.2018.8489376},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JuniorMMZOL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SantosSZMOL18,
author = {Aline Gondim Santos and
Camila Oliveira de Souza and
Cleber Zanchettin and
David Macedo and
Adriano L. I. Oliveira and
Teresa Bernarda Ludermir},
title = {Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489442},
doi = {10.1109/IJCNN.2018.8489442},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SantosSZMOL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/StosicSZLS17,
author = {Dusan Stosic and
Darko Stosic and
Cleber Zanchettin and
Teresa Bernarda Ludermir and
Borko D. Stosic},
title = {{QRNN:} q -Generalized Random Neural Network},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {2},
pages = {383--390},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2015.2513365},
doi = {10.1109/TNNLS.2015.2513365},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/StosicSZLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WanderleyBZO17,
author = {Miguel D. de S. Wanderley and
Leonardo de A. e Bueno and
Cleber Zanchettin and
Adriano L. I. Oliveira},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {The Impact of Dataset Complexity on Transfer Learning over Convolutional
Neural Networks},
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 = {582--589},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_66},
doi = {10.1007/978-3-319-68612-7\_66},
timestamp = {Fri, 27 Mar 2020 08:51:30 +0100},
biburl = {https://dblp.org/rec/conf/icann/WanderleyBZO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/CambuimMNBLZ16,
author = {Lucas F. S. Cambuim and
Rafael M. Macieira and
Fernando M. de Paula Neto and
Edna Barros and
Teresa Bernarda Ludermir and
Cleber Zanchettin},
title = {An efficient static gesture recognizer embedded system based on {ELM}
pattern recognition algorithm},
journal = {J. Syst. Archit.},
volume = {68},
pages = {1--16},
year = {2016},
url = {https://doi.org/10.1016/j.sysarc.2016.06.002},
doi = {10.1016/J.SYSARC.2016.06.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsa/CambuimMNBLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilvaZ16,
author = {Evandro J. R. Silva and
Cleber Zanchettin},
title = {A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data
Sets},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {109--114},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.030},
doi = {10.1109/BRACIS.2016.030},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SilvaZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/NeivaZ16,
author = {Davi Hirafuji Neiva and
Cleber Zanchettin},
title = {A Dynamic Gesture Recognition System to Translate between Sign Languages
in Complex Backgrounds},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {421--426},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.082},
doi = {10.1109/BRACIS.2016.082},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/NeivaZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/AlmeidaZL16,
author = {Leandro Maciel Almeida and
Cleber Zanchettin and
Hilton Pintor Bezerra Leite},
title = {Building Ensembles with Classifier Selection Using Self-Organizing
Maps},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {450--455},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.087},
doi = {10.1109/BRACIS.2016.087},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/AlmeidaZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilvaZ16a,
author = {Evandro J. R. Silva and
Cleber Zanchettin},
title = {On Validation Setup for Multiclass Imbalanced Data Sets},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {468--473},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.090},
doi = {10.1109/BRACIS.2016.090},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SilvaZ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/MenorMZ16,
author = {Diego P. A. Menor and
Carlos A. B. Mello and
Cleber Zanchettin},
editor = {Robert J. Howlett and
Lakhmi C. Jain and
Bogdan Gabrys and
Carlos Toro and
Chee Peng Lim},
title = {Objective Video Quality Assessment Based on Neural Networks},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 20th International Conference KES-2016, York, UK,
5-7 September 2016},
series = {Procedia Computer Science},
volume = {96},
pages = {1551--1559},
publisher = {Elsevier},
year = {2016},
url = {https://doi.org/10.1016/j.procs.2016.08.202},
doi = {10.1016/J.PROCS.2016.08.202},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/MenorMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/NetoCMLZB15,
author = {Fernando M. de Paula Neto and
Lucas F. S. Cambuim and
Rafael M. Macieira and
Teresa Bernarda Ludermir and
Cleber Zanchettin and
Edna Natividade da Silva Barros},
title = {Extreme Learning Machine for Real Time Recognition of Brazilian Sign
Language},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {1464--1469},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.259},
doi = {10.1109/SMC.2015.259},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/NetoCMLZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SilvaZ15,
author = {Evandro J. R. Silva and
Cleber Zanchettin},
title = {On the Existence of a Threshold in Class Imbalance Problems},
booktitle = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
Kowloon Tong, Hong Kong, October 9-12, 2015},
pages = {2714--2719},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SMC.2015.474},
doi = {10.1109/SMC.2015.474},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/SilvaZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LudermirZL14,
author = {Teresa Bernarda Ludermir and
Cleber Zanchettin and
Ana Carolina Lorena},
title = {Advances in intelligent systems},
journal = {Neurocomputing},
volume = {127},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.07.040},
doi = {10.1016/J.NEUCOM.2013.07.040},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LudermirZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Zanchettin14,
author = {Cleber Zanchettin},
editor = {Yookun Cho and
Sung Y. Shin and
Sang{-}Wook Kim and
Chih{-}Cheng Hung and
Jiman Hong},
title = {Face recognition based on global and local features},
booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
Korea - March 24 - 28, 2014},
pages = {55--57},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554850.2555078},
doi = {10.1145/2554850.2555078},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Zanchettin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbsi/MeloZQA14,
author = {Lucindo de Melo and
Cleber Zanchettin and
Anderson Apolonio Lira Queiroz and
Gliner Dias Alencar},
editor = {Fernanda Ara{\'{u}}jo Bai{\~{a}}o and
Bruno Bogaz Zarpel{\~{a}}o},
title = {Utiliza{\c{c}}{\~{a}}o de Morfismo como Classificador para Verifica{\c{c}}{\~{a}}o
de Assinaturas Off-line},
booktitle = {Proceedings of the 10th Brazilian Symposium on Information Systems,
{SBSI} 2014, Londrina, Brazil, May 27-30, 2014},
pages = {687--698},
year = {2014},
url = {https://doi.org/10.5753/sbsi.2014.6156},
doi = {10.5753/SBSI.2014.6156},
timestamp = {Thu, 15 Feb 2024 13:27:26 +0100},
biburl = {https://dblp.org/rec/conf/sbsi/MeloZQA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GouveiaBZM14,
author = {Felipe Mendonca Gouveia and
Byron Leite Dantas Bezerra and
Cleber Zanchettin and
Joao Raul Jardim Meneses},
title = {Handwriting recognition system for mobile accessibility to the visually
impaired people},
booktitle = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
pages = {3918--3923},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SMC.2014.6974543},
doi = {10.1109/SMC.2014.6974543},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/GouveiaBZM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/NevesZM13,
author = {Renata Freire de Paiva Neves and
Cleber Zanchettin and
Carlos Alexandre Barros Mello},
editor = {Simone Marinai and
Kim Marriott},
title = {An adaptive thresholding algorithm based on edge detection and morphological
operations for document images},
booktitle = {{ACM} Symposium on Document Engineering 2013, DocEng '13, Florence,
Italy, September 10-13, 2013},
pages = {107--110},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2494266.2494301},
doi = {10.1145/2494266.2494301},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/doceng/NevesZM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MacarioSSZC13,
author = {V. Mac{\'{a}}rio and
G. F. P. Silva and
Milena R. P. Souza and
Cleber Zanchettin and
George D. C. Cavalcanti},
title = {Metaclasses and zoning for handwritten document recognition},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707056},
doi = {10.1109/IJCNN.2013.6707056},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MacarioSSZC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NevesZF12,
author = {Renata F. P. Neves and
Cleber Zanchettin and
Alberto N. G. Lopes Filho},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {An Efficient Way of Combining SVMs for Handwritten Digit Recognition},
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 = {229--237},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_29},
doi = {10.1007/978-3-642-33266-1\_29},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/NevesZF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BezerraZA12,
author = {Byron Leite Dantas Bezerra and
Cleber Zanchettin and
Vin{\'{\i}}cius Braga de Andrade},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {A {MDRNN-SVM} Hybrid Model for Cursive Offline Handwriting Recognition},
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 = {246--254},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33266-1\_31},
doi = {10.1007/978-3-642-33266-1\_31},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BezerraZA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NapolesZ12,
author = {Saulo Henrique Leoncio de Medeiros Napoles and
Cleber Zanchettin},
title = {Offline handwritten signature verification through network radial
basis functions optimized by Differential Evolution},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--5},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252720},
doi = {10.1109/IJCNN.2012.6252720},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NapolesZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinAMLA12,
author = {Cleber Zanchettin and
Leandro M. Almeida and
Frederico D. Menezes and
Teresa Bernarda Ludermir and
Walter M. Azevedo},
title = {Odor recognition systems for natural gas odorization monitoring},
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.2012.6252601},
doi = {10.1109/IJCNN.2012.6252601},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinAMLA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinBA12,
author = {Cleber Zanchettin and
Byron Leite Dantas Bezerra and
Washington W. Azevedo},
title = {A {KNN-SVM} hybrid model for cursive handwriting recognition},
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.2012.6252719},
doi = {10.1109/IJCNN.2012.6252719},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinBA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/BezerraZA12,
author = {Byron Leite Dantas Bezerra and
Cleber Zanchettin and
Vin{\'{\i}}cius Braga de Andrade},
editor = {Ana Carolina Lorena and
Carlos Eduardo Thomaz and
Aurora Trinidad Ramirez Pozo},
title = {A Hybrid {RNN} Model for Cursive Offline Handwriting Recognition},
booktitle = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\'{a}},
Brazil, October 20-25, 2012},
pages = {113--118},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SBRN.2012.41},
doi = {10.1109/SBRN.2012.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/BezerraZA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/LudermirPZ11,
author = {Teresa Bernarda Ludermir and
Ricardo Bastos Cavalcante Prud{\^{e}}ncio and
Cleber Zanchettin},
title = {Feature and algorithm selection with Hybrid Intelligent Techniques},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {8},
number = {3},
pages = {115--116},
year = {2011},
url = {https://doi.org/10.3233/HIS-2011-0132},
doi = {10.3233/HIS-2011-0132},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/LudermirPZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZanchettinLA11,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir and
Leandro M. Almeida},
title = {Hybrid Training Method for {MLP:} Optimization of Architecture and
Training},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {4},
pages = {1097--1109},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2011.2107035},
doi = {10.1109/TSMCB.2011.2107035},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ZanchettinLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AzevedoZ11,
author = {Washington W. Azevedo and
Cleber Zanchettin},
title = {A {MLP-SVM} hybrid model for cursive handwriting recognition},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {843--850},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033309},
doi = {10.1109/IJCNN.2011.6033309},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AzevedoZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlexandrinoZF11,
author = {Jose Lima Alexandrino and
Cleber Zanchettin and
Edson Costa de Barros Carvalho Filho},
title = {Evolving Clonal Adaptive Resonance Theory based on {ECOS} theory},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2039--2046},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033477},
doi = {10.1109/IJCNN.2011.6033477},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/NevesFMZ11,
author = {Renata F. P. Neves and
Alberto N. G. Lopes Filho and
Carlos A. B. Mello and
Cleber Zanchettin},
title = {A {SVM} based off-line handwritten digit recognizer},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {510--515},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6083734},
doi = {10.1109/ICSMC.2011.6083734},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/NevesFMZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/RabeloZMB11,
author = {Juliano C. B. Rabelo and
Cleber Zanchettin and
Carlos A. B. Mello and
Byron L. D. Bezerra},
title = {A Multi-Layer Perceptron approach to threshold documents with complex
background},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {2523--2530},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084056},
doi = {10.1109/ICSMC.2011.6084056},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/RabeloZMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/ZanchettinML10,
author = {Cleber Zanchettin and
Leandro L. Minku and
Teresa Bernarda Ludermir},
title = {Design of Experiments in Neuro-Fuzzy Systems},
journal = {Int. J. Comput. Intell. Appl.},
volume = {9},
number = {2},
pages = {137--152},
year = {2010},
url = {https://doi.org/10.1142/S1469026810002823},
doi = {10.1142/S1469026810002823},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/ZanchettinML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/ZanchettinL09,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Jos{\'{e}} Cordeiro and
Joaquim Filipe},
title = {Hybrid Optimization Technique for Artificial Neural Networks Design},
booktitle = {{ICEIS} 2009 - Proceedings of the 11th International Conference on
Enterprise Information Systems, Volume AIDSS, Milan, Italy, May 6-10,
2009},
pages = {242--247},
year = {2009},
timestamp = {Thu, 10 Sep 2009 09:32:47 +0200},
biburl = {https://dblp.org/rec/conf/iceis/ZanchettinL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlexandrinoZF09,
author = {Jose Lima Alexandrino and
Cleber Zanchettin and
Edson Costa de Barros Carvalho Filho},
title = {Hybrid intelligent immune system using Radial Basis Function applied
to Time Series Analysis},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {94--101},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178944},
doi = {10.1109/IJCNN.2009.5178944},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinL08,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {Feature subset selection in a methodology for training and improving
artificial neural network weights and connections},
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 = {1951--1958},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634065},
doi = {10.1109/IJCNN.2008.4634065},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlexandrinoZF08,
author = {Jose Lima Alexandrino and
Cleber Zanchettin and
Edson Costa de Barros Carvalho Filho},
title = {A hybrid intelligent system clonart for short and mid-term forecasting
for the Brazilian Energy Distribution System},
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 = {3486--3492},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634295},
doi = {10.1109/IJCNN.2008.4634295},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZanchettinL07,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {Wavelet filter for noise reduction and signal compression in an artificial
nose},
journal = {Appl. Soft Comput.},
volume = {7},
number = {1},
pages = {246--256},
year = {2007},
url = {https://doi.org/10.1016/j.asoc.2005.06.004},
doi = {10.1016/J.ASOC.2005.06.004},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZanchettinL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/AlexandrinoZF07,
author = {Jose Lima Alexandrino and
Cleber Zanchettin and
Edson Costa de Barros Carvalho Filho},
editor = {Andreas K{\"{o}}nig and
Mario K{\"{o}}ppen and
Nikola K. Kasabov and
Ajith Abraham},
title = {Artificial Immune System with {ART} Memory Hibridization},
booktitle = {7th International Conference on Hybrid Intelligent Systems, {HIS}
2007, Kaiserslautern, Germany, September 17-19, 2007},
pages = {59--64},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/HIS.2007.47},
doi = {10.1109/HIS.2007.47},
timestamp = {Fri, 05 Jun 2020 15:16:05 +0200},
biburl = {https://dblp.org/rec/conf/his/AlexandrinoZF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/MelloBZM07,
author = {Carlos A. B. Mello and
Byron L. D. Bezerra and
Cleber Zanchettin and
V. Mac{\'{a}}rio},
title = {An Efficient Thresholding Algorithm for Brazilian Bank Checks},
booktitle = {9th International Conference on Document Analysis and Recognition
{(ICDAR} 2007), 23-26 September, Curitiba, Paran{\'{a}}, Brazil},
pages = {193--197},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDAR.2007.4378702},
doi = {10.1109/ICDAR.2007.4378702},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdar/MelloBZM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinL07,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {Comparison of the Effectiveness of Different Cost Functions in Global
Optimization Techniques},
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 = {2701--2706},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371385},
doi = {10.1109/IJCNN.2007.4371385},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LudermirYZ06,
author = {Teresa Bernarda Ludermir and
Akio Yamazaki and
Cleber Zanchettin},
title = {An Optimization Methodology for Neural Network Weights and Architectures},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {6},
pages = {1452--1459},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.881047},
doi = {10.1109/TNN.2006.881047},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LudermirYZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CavalcantiSZBDR06,
author = {George D. C. Cavalcanti and
Eduardo F. A. Silva and
Cleber Zanchettin and
Byron L. D. Bezerra and
Rodrigo C. Doria and
Juliano C. B. Rabelo},
title = {A Heuristic Binarization Algorithm for Documents with Complex Background},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {389--392},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312475},
doi = {10.1109/ICIP.2006.312475},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/CavalcantiSZBDR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinCDSRB06,
author = {Cleber Zanchettin and
George D. C. Cavalcanti and
Rodrigo C. Doria and
Eduardo F. A. Silva and
Juliano C. B. Rabelo and
Byron L. D. Bezerra},
title = {A neural architecture to identify courtesy amount delimiters},
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 = {3210--3217},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247306},
doi = {10.1109/IJCNN.2006.247306},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinCDSRB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZanchettinL06,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {A methodology to train and improve artificial neural networks' weights
and connections},
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 = {5267--5274},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247281},
doi = {10.1109/IJCNN.2006.247281},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZanchettinL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/ZanchettinL06,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Anne M. P. Canuto and
Marc{\'{\i}}lio Carlos Pereira de Souto and
Ant{\^{o}}nio Carlos Roque{-}da{-}Silva},
title = {The Influence of Different Cost Functions in Global Optimization Techniques},
booktitle = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\~{a}}o
Preto, SP, Brazil, October 23-27, 2006},
pages = {96--101},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/SBRN.2006.42},
doi = {10.1109/SBRN.2006.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/ZanchettinL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/ZanchettinL05,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
title = {Hybrid neural systems for pattern recognition in artificial noses},
journal = {Int. J. Neural Syst.},
volume = {15},
number = {1-2},
pages = {137--149},
year = {2005},
url = {https://doi.org/10.1142/S0129065705000141},
doi = {10.1142/S0129065705000141},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/ZanchettinL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/ZanchettinML05,
author = {Cleber Zanchettin and
Fernanda L. Minku and
Teresa Bernarda Ludermir},
editor = {Nadia Nedjah and
Luiza de Macedo Mourelle and
Ajith Abraham and
Mario K{\"{o}}ppen},
title = {Design of Experiments in Neuro-Fuzzy Systems},
booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS}
2005), 6.9 November 2005, Rio de Janeiro, Brazil},
pages = {218--226},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICHIS.2005.34},
doi = {10.1109/ICHIS.2005.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ZanchettinML05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZanchettinL05,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Hybrid Technique for Artificial Neural Network Architecture and Weight
Optimization},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {709--716},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_76},
doi = {10.1007/11564126\_76},
timestamp = {Wed, 24 Mar 2021 17:11:59 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZanchettinL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZanchettinL04,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Evolving Fuzzy Neural Networks Applied to Odor Recognition},
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 = {953--958},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_147},
doi = {10.1007/978-3-540-30499-9\_147},
timestamp = {Thu, 04 Jun 2020 19:07:58 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZanchettinL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/ZanchettinL03,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Ajith Abraham and
Mario K{\"{o}}ppen and
Katrin Franke},
title = {Wavelet Filter for Noise Reduction and Signal Compression in an Artificial
Nose},
booktitle = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
International Conference on Hybrid Intelligent Systems, Melbourne,
Australia, December 14-17, 2003},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {105},
pages = {907--916},
publisher = {{IOS} Press},
year = {2003},
timestamp = {Tue, 23 Nov 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ZanchettinL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/ZanchettinL03a,
author = {Cleber Zanchettin and
Teresa Bernarda Ludermir},
editor = {Ajith Abraham and
Mario K{\"{o}}ppen and
Katrin Franke},
title = {A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose},
booktitle = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
International Conference on Hybrid Intelligent Systems, Melbourne,
Australia, December 14-17, 2003},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {105},
pages = {917--926},
publisher = {{IOS} Press},
year = {2003},
timestamp = {Tue, 23 Nov 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ZanchettinL03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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