Leonardo Enzo Brito da Silva

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 19

Top Topics

Adaptive Resonance Theory

Validity Indices

Online Learning

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Publications

Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II
Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks 160 (2023)
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) (2023)
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) (2023)
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 (2021)
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)
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 (2020)
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 (2020)
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 (2020)
Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
Dual vigilance fuzzy adaptive resonance theory. Neural Networks 109 (2019)
Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva
Dual Vigilance Hypersphere Adaptive Resonance Theory. SSCI (2019)
Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR (2019)
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 (2019)
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 (2019)
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)
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 (2019)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. IJCNN (2018)
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) (2018)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
Validity index-based vigilance test in adaptive resonance theory neural networks. SSCI (2017)
Leonardo Enzo Brito da Silva, Donald C. Wunsch II
An information theoretic ART for robust unsupervised learning. IJCNN (2016)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
Multi-prototype local density-based hierarchical clustering. IJCNN (2015)
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
Clustering of the self-organizing map using particle swarm optimization and validity indices. IJCNN (2014)
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
A density-based clustering of the Self-Organizing Map using graph cut. CIDM (2014)
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
Clustering the self-organizing map through the identification of core neuron regions. IJCNN (2013)
Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map. IDEAL (2013)