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Leonardo Enzo Brito da Silva
Leonardo Enzo Brito da Silva
Missouri University of Science and Technology
Verified email at umsystem.edu
Title
Cited by
Cited by
Year
A survey of adaptive resonance theory neural network models for engineering applications
LEB da Silva, I Elnabarawy, DC Wunsch II
Neural Networks 120, 167-203, 2019
772019
Artificial intelligence to investigate modulus of elasticity of recycled aggregate concrete
S Sadati, DC Wunsch II, KH Khayat
ACI Materials Journal 116 (1), 51-62, 2019
342019
Dual vigilance fuzzy adaptive resonance theory
LEB da Silva, I Elnabarawy, DC Wunsch II
Neural Networks 109, 1-5, 2019
282019
Incremental cluster validity indices for online learning of hard partitions: Extensions and comparative study
LEB Da Silva, NM Melton, DC Wunsch
IEEE Access 8, 22025-22047, 2020
272020
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence
LEB da Silva, I Elnabarawy, DC Wunsch II
Neural Networks 121, 208-228, 2020
272020
An information-theoretic-cluster visualization for self-organizing maps
LEB da Silva, DC Wunsch
IEEE transactions on neural networks and learning systems 29 (6), 2595-2613, 2017
232017
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART
LEB da Silva, DC Wunsch
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
172018
Validity index-based vigilance test in adaptive resonance theory neural networks
LEB da Silva, DC Wunsch
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017
172017
Learning from Experience: Real-Time H2S Monitoring System Using Fuzzy ART Unsupervised Learning
EH Alkamil, AK Abbas, R Flori, LE Silva, DC Wunsch, C Chumkratoke
IADC/SPE Asia Pacific Drilling Technology Conference and Exhibitioná…, 2018
122018
iCVI-ARTMAP: Using incremental cluster validity indices and adaptive resonance theory reset mechanism to accelerate validation and achieve multiprototype unsupervisedá…
LEB da Silva, N Rayapati, DC Wunsch
IEEE Transactions on Neural Networks and Learning Systems, 2022
102022
Clustering of the self-organizing map using particle swarm optimization and validity indices
LEB da Silva, JAF Costa
2014 International Joint Conference on Neural Networks (IJCNN), 3798-3806, 2014
102014
Multi-prototype local density-based hierarchical clustering
LEB da Silva, DC Wunsch
2015 International Joint Conference on Neural Networks (IJCNN), 1-9, 2015
92015
Incremental cluster validity index-guided online learning for performance and robustness to presentation order
LEB da Silva, N Rayapati, DC Wunsch
IEEE Transactions on Neural Networks and Learning Systems, 2022
7*2022
TopoBARTMAP: Biclustering ARTMAP with or without topological methods in a blood cancer case study
R Yelugam, LEB da Silva, DC Wunsch
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
72020
A Gravitational Approach for Enhancing Cluster Visualization in Self-Organizing Maps
LEB da Silva, JAF Costa
The Fifth International Conference on Adaptive and Self-Adaptive Systems andá…, 2013
62013
Clustering, noise reduction and visualization using features extracted from the self-organizing map
LEB da Silva, JAF Costa
Intelligent Data Engineering and Automated Learning–IDEAL 2013: 14thá…, 2013
62013
Topological biclustering ARTMAP for identifying within bicluster relationships
R Yelugam, LEB da Silva, DC Wunsch II
Neural Networks 160, 34-49, 2023
42023
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study
LEB da Silva, NM Melton, DC Wunsch II
arXiv preprint arXiv:1902.06711, 2019
42019
A density-based clustering of the self-organizing map using graph cut
LEB da Silva, JAF Costa
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 32-40, 2014
42014
Clustering the self-organizing map based on the neurons' associated pattern sets
LEB Da Silva, JAF Costa
2013 BRICS Congress on Computational Intelligence and 11th Brazilianá…, 2013
42013
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Articles 1–20