Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map. - Leonardo Enzo Brito da Silva; José Alfredo Ferreira Costa (IDEAL, 2013)

Clustering the self-organizing map through the identification of core neuron regions. - Leonardo Enzo Brito da Silva; José Alfredo Ferreira Costa (IJCNN, 2013)

A density-based clustering of the Self-Organizing Map using graph cut. - Leonardo Enzo Brito da Silva; José Alfredo Ferreira Costa (CIDM, 2014)

Clustering of the self-organizing map using particle swarm optimization and validity indices. - Leonardo Enzo Brito da Silva; José Alfredo Ferreira Costa (IJCNN, 2014)

Multi-prototype local density-based hierarchical clustering. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 2015)

An information theoretic ART for robust unsupervised learning. - Leonardo Enzo Brito da Silva; Donald C. Wunsch II (IJCNN, 2016)

Validity index-based vigilance test in adaptive resonance theory neural networks. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (SSCI, 2017)

A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 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)

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 (GECCO (Companion), 2019)

Dual Vigilance Hypersphere Adaptive Resonance Theory. - Islam Elnabarawy; Donald C. Wunsch; Leonardo Enzo Brito da Silva (SSCI, 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 fuzzy adaptive resonance theory. - Leonardo Enzo Brito da Silva; Islam El-Nabarawy; Donald C. Wunsch II (Neural Networks, 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)

TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. - Raghu Yelugam; Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 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)

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)

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)

Topological biclustering ARTMAP for identifying within bicluster relationships. - Raghu Yelugam; Leonardo Enzo Brito da Silva; Donald C. Wunsch II (Neural Networks, 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., 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., 2023)

DeepART: Deep gradient-free local learning with adaptive resonance. - Sasha Petrenko; Leonardo Enzo Brito da Silva; Donald C. Wunsch (Neural Networks, 2025)

Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. - Niklas Melton; Leonardo Enzo Brito da Silva; Sasha Petrenko; Donald C. Wunsch II (CoRR, 2025)