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ORCIDLeonardo Enzo Brito da Silva
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2020 – today
- 2023
[j8]Raghu Yelugam
, Leonardo Enzo Brito da Silva, Donald C. Wunsch II:
Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks 160: 34-49 (2023)- [j7]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch:
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6686-6700 (2023) - [j6]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch:
iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9757-9770 (2023) - 2021
- [i5]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II:
Incremental cluster validity index-guided online learning for performance and robustness to presentation order. CoRR abs/2108.07743 (2021) - 2020
- [j5]Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch:
Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. IEEE Access 8: 22025-22047 (2020) - [j4]Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II:
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. Neural Networks 121: 208-228 (2020) - [c11]Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch:
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. IJCNN 2020: 1-8 - [i4]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II:
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. CoRR abs/2008.09903 (2020)
2010 – 2019
- 2019
- [j3]Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II:
Dual vigilance fuzzy adaptive resonance theory. Neural Networks 109: 1-5 (2019) - [j2]Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II:
A survey of adaptive resonance theory neural network models for engineering applications. Neural Networks 120: 167-203 (2019) - [c10]Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II:
Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. GECCO (Companion) 2019: 171-172 - [c9]Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva:
Dual Vigilance Hypersphere Adaptive Resonance Theory. SSCI 2019: 2425-2532 - [i3]Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II:
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. CoRR abs/1901.00794 (2019) - [i2]Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II:
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR abs/1902.06711 (2019) - [i1]Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II:
A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications. CoRR abs/1905.11437 (2019) - 2018
- [j1]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2595-2613 (2018) - [c8]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. IJCNN 2018: 1-8 - 2017
- [c7]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
Validity index-based vigilance test in adaptive resonance theory neural networks. SSCI 2017: 1-8 - 2016
- [c6]Leonardo Enzo Brito da Silva, Donald C. Wunsch II:
An information theoretic ART for robust unsupervised learning. IJCNN 2016: 3023-3029 - 2015
- [c5]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
Multi-prototype local density-based hierarchical clustering. IJCNN 2015: 1-9 - 2014
- [c4]Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
A density-based clustering of the Self-Organizing Map using graph cut. CIDM 2014: 32-40 - [c3]Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
Clustering of the self-organizing map using particle swarm optimization and validity indices. IJCNN 2014: 3798-3806 - 2013
- [c2]Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map. IDEAL 2013: 242-251 - [c1]Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
Clustering the self-organizing map through the identification of core neuron regions. IJCNN 2013: 1-8
Coauthor Index
aka: Donald C. Wunsch
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