BibTeX records: Leonardo Enzo Brito da Silva

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@article{DBLP:journals/nn/YelugamSW23,
  author       = {Raghu Yelugam and
                  Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch II},
  title        = {Topological biclustering {ARTMAP} for identifying within bicluster
                  relationships},
  journal      = {Neural Networks},
  volume       = {160},
  pages        = {34--49},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neunet.2022.12.010},
  doi          = {10.1016/J.NEUNET.2022.12.010},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/YelugamSW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tnn/SilvaRW23,
  author       = {Leonardo Enzo Brito da Silva and
                  Nagasharath Rayapati and
                  Donald C. Wunsch},
  title        = {Incremental Cluster Validity Index-Guided Online Learning for Performance
                  and Robustness to Presentation Order},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {10},
  pages        = {6686--6700},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2022.3212345},
  doi          = {10.1109/TNNLS.2022.3212345},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/SilvaRW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tnn/SilvaRW23a,
  author       = {Leonardo Enzo Brito da Silva and
                  Nagasharath Rayapati and
                  Donald C. Wunsch},
  title        = {iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive
                  Resonance Theory Reset Mechanism to Accelerate Validation and Achieve
                  Multiprototype Unsupervised Representations},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {12},
  pages        = {9757--9770},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2022.3160381},
  doi          = {10.1109/TNNLS.2022.3160381},
  timestamp    = {Sun, 31 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/SilvaRW23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2108-07743,
  author       = {Leonardo Enzo Brito da Silva and
                  Nagasharath Rayapati and
                  Donald C. Wunsch II},
  title        = {Incremental cluster validity index-guided online learning for performance
                  and robustness to presentation order},
  journal      = {CoRR},
  volume       = {abs/2108.07743},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.07743},
  eprinttype    = {arXiv},
  eprint       = {2108.07743},
  timestamp    = {Fri, 20 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-07743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/access/SilvaMW20,
  author       = {Leonardo Enzo Brito da Silva and
                  Niklas Melton and
                  Donald C. Wunsch},
  title        = {Incremental Cluster Validity Indices for Online Learning of Hard Partitions:
                  Extensions and Comparative Study},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {22025--22047},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.2969849},
  doi          = {10.1109/ACCESS.2020.2969849},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/SilvaMW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nn/SilvaEW20,
  author       = {Leonardo Enzo Brito da Silva and
                  Islam Elnabarawy and
                  Donald C. Wunsch II},
  title        = {Distributed dual vigilance fuzzy adaptive resonance theory learns
                  online, retrieves arbitrarily-shaped clusters, and mitigates order
                  dependence},
  journal      = {Neural Networks},
  volume       = {121},
  pages        = {208--228},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.neunet.2019.08.033},
  doi          = {10.1016/J.NEUNET.2019.08.033},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/SilvaEW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/YelugamSW20,
  author       = {Raghu Yelugam and
                  Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch},
  title        = {TopoBARTMAP: Biclustering {ARTMAP} with or without Topological Methods
                  in a Blood Cancer Case Study},
  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/IJCNN48605.2020.9206684},
  doi          = {10.1109/IJCNN48605.2020.9206684},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/YelugamSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2008-09903,
  author       = {Leonardo Enzo Brito da Silva and
                  Nagasharath Rayapati and
                  Donald C. Wunsch II},
  title        = {iCVI-ARTMAP: Accelerating and improving clustering using adaptive
                  resonance theory predictive mapping and incremental cluster validity
                  indices},
  journal      = {CoRR},
  volume       = {abs/2008.09903},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.09903},
  eprinttype    = {arXiv},
  eprint       = {2008.09903},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-09903.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nn/SilvaEW19,
  author       = {Leonardo Enzo Brito da Silva and
                  Islam El{-}Nabarawy and
                  Donald C. Wunsch II},
  title        = {Dual vigilance fuzzy adaptive resonance theory},
  journal      = {Neural Networks},
  volume       = {109},
  pages        = {1--5},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neunet.2018.09.015},
  doi          = {10.1016/J.NEUNET.2018.09.015},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/SilvaEW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nn/SilvaEW19a,
  author       = {Leonardo Enzo Brito da Silva and
                  Islam Elnabarawy and
                  Donald C. Wunsch II},
  title        = {A survey of adaptive resonance theory neural network models for engineering
                  applications},
  journal      = {Neural Networks},
  volume       = {120},
  pages        = {167--203},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neunet.2019.09.012},
  doi          = {10.1016/J.NEUNET.2019.09.012},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/SilvaEW19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/IlletskovaESTW19,
  author       = {Marketa Illetskova and
                  Islam El{-}Nabarawy and
                  Leonardo Enzo Brito da Silva and
                  Daniel R. Tauritz and
                  Donald C. Wunsch II},
  editor       = {Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Anne Auger and
                  Thomas St{\"{u}}tzle},
  title        = {Nested monte carlo search expression discovery for the automated design
                  of fuzzy {ART} category choice functions},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference
                  Companion, {GECCO} 2019, Prague, Czech Republic, July 13-17, 2019},
  pages        = {171--172},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3319619.3322050},
  doi          = {10.1145/3319619.3322050},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/IlletskovaESTW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/ElnabarawyWS19,
  author       = {Islam Elnabarawy and
                  Donald C. Wunsch and
                  Leonardo Enzo Brito da Silva},
  title        = {Dual Vigilance Hypersphere Adaptive Resonance Theory},
  booktitle    = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
                  Xiamen, China, December 6-9, 2019},
  pages        = {2425--2532},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SSCI44817.2019.9002721},
  doi          = {10.1109/SSCI44817.2019.9002721},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/ElnabarawyWS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1901-00794,
  author       = {Leonardo Enzo Brito da Silva and
                  Islam El{-}Nabarawy and
                  Donald C. Wunsch II},
  title        = {Distributed dual vigilance fuzzy adaptive resonance theory learns
                  online, retrieves arbitrarily-shaped clusters, and mitigates order
                  dependence},
  journal      = {CoRR},
  volume       = {abs/1901.00794},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.00794},
  eprinttype    = {arXiv},
  eprint       = {1901.00794},
  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-00794.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-06711,
  author       = {Leonardo Enzo Brito da Silva and
                  Niklas Melton and
                  Donald C. Wunsch II},
  title        = {Incremental Cluster Validity Indices for Hard Partitions: Extensions
                  and Comparative Study},
  journal      = {CoRR},
  volume       = {abs/1902.06711},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.06711},
  eprinttype    = {arXiv},
  eprint       = {1902.06711},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-06711.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1905-11437,
  author       = {Leonardo Enzo Brito da Silva and
                  Islam El{-}Nabarawy and
                  Donald C. Wunsch II},
  title        = {A Survey of Adaptive Resonance Theory Neural Network Models for Engineering
                  Applications},
  journal      = {CoRR},
  volume       = {abs/1905.11437},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.11437},
  eprinttype    = {arXiv},
  eprint       = {1905.11437},
  timestamp    = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-11437.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tnn/SilvaW18,
  author       = {Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch},
  title        = {An Information-Theoretic-Cluster Visualization for Self-Organizing
                  Maps},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {6},
  pages        = {2595--2613},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2699674},
  doi          = {10.1109/TNNLS.2017.2699674},
  timestamp    = {Mon, 09 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/SilvaW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/SilvaW18,
  author       = {Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch},
  title        = {A study on exploiting {VAT} to mitigate ordering effects in Fuzzy
                  {ART}},
  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.2018.8489724},
  doi          = {10.1109/IJCNN.2018.8489724},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ssci/SilvaW17,
  author       = {Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch},
  title        = {Validity index-based vigilance test in adaptive resonance theory neural
                  networks},
  booktitle    = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/SSCI.2017.8285206},
  doi          = {10.1109/SSCI.2017.8285206},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssci/SilvaW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/SilvaW16,
  author       = {Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch II},
  title        = {An information theoretic {ART} for robust unsupervised learning},
  booktitle    = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
                  Vancouver, BC, Canada, July 24-29, 2016},
  pages        = {3023--3029},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IJCNN.2016.7727583},
  doi          = {10.1109/IJCNN.2016.7727583},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/SilvaW15,
  author       = {Leonardo Enzo Brito da Silva and
                  Donald C. Wunsch},
  title        = {Multi-prototype local density-based hierarchical clustering},
  booktitle    = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
                  Killarney, Ireland, July 12-17, 2015},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IJCNN.2015.7280806},
  doi          = {10.1109/IJCNN.2015.7280806},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cidm/SilvaC14,
  author       = {Leonardo Enzo Brito da Silva and
                  Jos{\'{e}} Alfredo Ferreira Costa},
  title        = {A density-based clustering of the Self-Organizing Map using graph
                  cut},
  booktitle    = {2014 {IEEE} Symposium on Computational Intelligence and Data Mining,
                  {CIDM} 2014, Orlando, FL, USA, December 9-12, 2014},
  pages        = {32--40},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/CIDM.2014.7008145},
  doi          = {10.1109/CIDM.2014.7008145},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cidm/SilvaC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/SilvaC14,
  author       = {Leonardo Enzo Brito da Silva and
                  Jos{\'{e}} Alfredo Ferreira Costa},
  title        = {Clustering of the self-organizing map using particle swarm optimization
                  and validity indices},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {3798--3806},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889954},
  doi          = {10.1109/IJCNN.2014.6889954},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ideal/SilvaC13,
  author       = {Leonardo Enzo Brito da Silva and
                  Jos{\'{e}} Alfredo Ferreira Costa},
  editor       = {Hujun Yin and
                  Ke Tang and
                  Yang Gao and
                  Frank Klawonn and
                  Minho Lee and
                  Thomas Weise and
                  Bin Li and
                  Xin Yao},
  title        = {Clustering, Noise Reduction and Visualization Using Features Extracted
                  from the Self-Organizing Map},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2013
                  - 14th International Conference, {IDEAL} 2013, Hefei, China, October
                  20-23, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8206},
  pages        = {242--251},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41278-3\_30},
  doi          = {10.1007/978-3-642-41278-3\_30},
  timestamp    = {Fri, 30 Dec 2022 11:13:32 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/SilvaC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/SilvaC13,
  author       = {Leonardo Enzo Brito da Silva and
                  Jos{\'{e}} Alfredo Ferreira Costa},
  title        = {Clustering the self-organizing map through the identification of core
                  neuron regions},
  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.2013.6706726},
  doi          = {10.1109/IJCNN.2013.6706726},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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