Leonardo Enzo Brito da Silva

27 papers A* 1B 6C 2Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract). AAAI Niklas Melton, Leonardo Enzo Brito da Silva, Donald C. Wunsch
2025	J	`jnl`	Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. CoRR Niklas Melton, Leonardo Enzo Brito da Silva, Sasha Petrenko, Donald C. Wunsch II
2025	J	`jnl`	DeepART: Deep gradient-free local learning with adaptive resonance. Neural Networks Sasha Petrenko, Leonardo Enzo Brito da Silva, Donald C. Wunsch
2023	J	`jnl`	Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. IEEE Trans. Neural Networks Learn. Syst. Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
2023	J	`jnl`	Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II
2023	J	`jnl`	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. Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
2021	J	`jnl`	Incremental cluster validity index-guided online learning for performance and robustness to presentation order. CoRR Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
2020	J	`jnl`	Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. Neural Networks Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
2020	J	`jnl`	Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. IEEE Access Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch
2020	B	`conf`	TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. IJCNN Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch
2020	J	`jnl`	iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. CoRR Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
2019	J	`jnl`	A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications. CoRR Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	J	`jnl`	A survey of adaptive resonance theory neural network models for engineering applications. Neural Networks Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
2019	J	`jnl`	Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. CoRR Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	—	`conf`	Dual Vigilance Hypersphere Adaptive Resonance Theory. SSCI Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva
2019	J	`jnl`	Dual vigilance fuzzy adaptive resonance theory. Neural Networks Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	J	`jnl`	Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II
2019	—	`conf`	Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. GECCO (Companion) Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II
2018	B	`conf`	A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. IJCNN Leonardo Enzo Brito da Silva, Donald C. Wunsch
2018	J	`jnl`	An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. Leonardo Enzo Brito da Silva, Donald C. Wunsch
2017	—	`conf`	Validity index-based vigilance test in adaptive resonance theory neural networks. SSCI Leonardo Enzo Brito da Silva, Donald C. Wunsch
2016	B	`conf`	An information theoretic ART for robust unsupervised learning. IJCNN Leonardo Enzo Brito da Silva, Donald C. Wunsch II
2015	B	`conf`	Multi-prototype local density-based hierarchical clustering. IJCNN Leonardo Enzo Brito da Silva, Donald C. Wunsch
2014	C	`conf`	A density-based clustering of the Self-Organizing Map using graph cut. CIDM Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
2014	B	`conf`	Clustering of the self-organizing map using particle swarm optimization and validity indices. IJCNN Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
2013	B	`conf`	Clustering the self-organizing map through the identification of core neuron regions. IJCNN Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa
2013	C	`conf`	Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map. IDEAL Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa