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Leonardo Enzo Brito da Silva

Observed names: Leonardo Enzo Brito Da Silva, Leonardo Enzo Silva, da Silva, Leonardo Enzo Brito
ORCID: 0000-0003-3639-9175
Observed ORCID: 0000-0003-3639-9175
OpenAlex ID: A5012478671
A survey of adaptive resonance theory neural network models for engineering applications
2019 · Leonardo Enzo Brito da Silva, Islam Elnabarawy, et al. · Neural Networks · 87
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Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study
2020 · Leonardo Enzo Brito Da Silva, Niklas Max Melton, et al. · IEEE Access · 46
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Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence
2019 · Leonardo Enzo Brito da Silva, Islam Elnabarawy, et al. · Neural Networks · 34
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Artificial Intelligence to Investigate Modulus of Elasticity of Recycled Aggregate Concrete
2018 · Seyedhamed Sadati, Leonardo Enzo Brito da Silva, et al. · ACI Materials Journal · 33
Dual vigilance fuzzy adaptive resonance theory
2018 · Leonardo Enzo Brito da Silva, Islam Elnabarawy, et al. · Neural Networks · 31
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An Information-Theoretic-Cluster Visualization for Self-Organizing Maps
2017 · Leonardo Enzo Brito da Silva, Donald C. Wunsch · IEEE Transactions on Neural Networks and Learning Systems · 28
iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations
2022 · Leonardo Enzo Brito da Silva, Nagasharath Rayapati, et al. · IEEE Transactions on Neural Networks and Learning Systems · 16
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A study on exploiting VAT to mitigate ordering effects in Fuzzy ART
2018 · Leonardo Enzo Brito da Silva, Donald C. Wunsch · International Joint Conference on Neural Networks (IJCNN) · 15
Validity index-based vigilance test in adaptive resonance theory neural networks
2017 · Leonardo Enzo Brito da Silva, Donald C. Wunsch · IEEE Symposium Series on Computational Intelligence (SSCI) · 15
A density-based clustering of the Self-Organizing Map using graph cut
2014 · Leonardo Enzo Brito da Silva, Jose Alfredo Ferreira Costa · IEEE Symposium on Computational Intelligence and Data Mining (CIDM) · 13
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order
2022 · Leonardo Enzo Brito da Silva, Nagasharath Rayapati, et al. · IEEE Transactions on Neural Networks and Learning Systems · 12
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Learning from Experience: Real-Time H2S Monitoring System Using Fuzzy ART Unsupervised Learning
2018 · Ethar H. Alkamil, Ahmed K. Abbas, et al. · IADC/SPE Asia Pacific Drilling Technology Conference and Exhibition · 12
Topological biclustering ARTMAP for identifying within bicluster relationships
2022 · Raghu Yelugam, Leonardo Enzo Brito da Silva, et al. · Neural Networks · 10
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TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study
2020 · Raghu Yelugam, Leonardo Enzo Brito da Silva, et al. · International Joint Conference on Neural Networks (IJCNN) · 7
Multi-prototype local density-based hierarchical clustering
2015 · Leonardo Enzo Brito da Silva, Donald C. Wunsch · International Joint Conference on Neural Networks (IJCNN) · 7
Dual Vigilance Hypersphere Adaptive Resonance Theory
2019 · Islam Elnabarawy, Donald C. Wunsch, et al. · IEEE Symposium Series on Computational Intelligence (SSCI) · 6
Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map
2013 · Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa · Lecture notes in computer science · 6
An information theoretic ART for robust unsupervised learning
2016 · Leonardo Enzo Brito da Silva, Donald C. Wunsch · International Joint Conference on Neural Networks (IJCNN) · 5
Clustering of the self-organizing map using particle swarm optimization and validity indices
2014 · Leonardo Enzo Brito da Silva, Jose Alfredo Ferreira Costa · International Joint Conference on Neural Networks (IJCNN) · 5
DeepART: Deep gradient-free local learning with adaptive resonance
2025 · Sasha Petrenko, Leonardo Enzo Brito da Silva, et al. · Neural Networks · 4
Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions
2019 · Marketa Illetskova, Islam Elnabarawy, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 4
An Extensive Analysis of Match-Tracking Methods for ARTMAP
2025 · Niklas M. Melton, Leonardo Enzo Brito da Silva, et al. · 3
Clustering the Self-Organizing Map Based on the Neurons' Associated Pattern Sets
2013 · Leonardo Enzo Brito Da Silva, Jose Alfredo Ferreira Costa · BRICS Congress on Computational Intelligence and Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC) · 3
Clustering the self-organizing map through the identification of core neuron regions
2013 · Leonardo Enzo Brito da Silva, Jose Alfredo Ferreira Costa · International Joint Conference on Neural Networks (IJCNN) · 3
Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory
2025 · Melton, Niklas M., da Silva, Leonardo Enzo Brito, et al. · arXiv (Cornell University) · 2
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Works count: 32
Citation count: 409
H-index: 12
I10-index: 13
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