Leonardo Enzo Brito da Silva

According to our database, Leonardo Enzo Brito da Silva authored at least 21 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations.

Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order.

Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Topological biclustering ARTMAP for identifying within bicluster relationships.

Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II

Neural Networks, March, 2023

2020

Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence.

Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II

Neural Networks, 2020

iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices.

Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II

CoRR, 2020

Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study.

Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch

IEEE Access, 2020

TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study.

Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A survey of adaptive resonance theory neural network models for engineering applications.

Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II

Neural Networks, 2019

Dual vigilance fuzzy adaptive resonance theory.

Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II

Neural Networks, 2019

Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study.

Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II

CoRR, 2019

Dual Vigilance Hypersphere Adaptive Resonance Theory.

Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions.

Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

An Information-Theoretic-Cluster Visualization for Self-Organizing Maps.

Leonardo Enzo Brito da Silva, Donald C. Wunsch

IEEE Trans. Neural Networks Learn. Syst., 2018

A study on exploiting VAT to mitigate ordering effects in Fuzzy ART.

Leonardo Enzo Brito da Silva, Donald C. Wunsch

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Validity index-based vigilance test in adaptive resonance theory neural networks.

Leonardo Enzo Brito da Silva, Donald C. Wunsch

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

An information theoretic ART for robust unsupervised learning.

Leonardo Enzo Brito da Silva, Donald C. Wunsch II

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Multi-prototype local density-based hierarchical clustering.

Leonardo Enzo Brito da Silva, Donald C. Wunsch

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Clustering of the self-organizing map using particle swarm optimization and validity indices.

Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A density-based clustering of the Self-Organizing Map using graph cut.

Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Clustering the self-organizing map through the identification of core neuron regions.

Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map.

Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013