| 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 | 87 | 2019 |
| 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 | 40 | 2020 |
| 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 | 40 | 2019 |
| Dual vigilance fuzzy adaptive resonance theory LEB da Silva, I Elnabarawy, DC Wunsch II Neural Networks 109, 1-5, 2019 | 29 | 2019 |
| 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 | 28 | 2020 |
| 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 | 27 | 2017 |
| 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 | 17 | 2018 |
| 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 | 17 | 2017 |
| 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 Exhibition …, 2018 | 14 | 2018 |
| iCVI-ARTMAP: Using incremental cluster validity indices and adaptive resonance theory reset mechanism to accelerate validation and achieve multiprototype unsupervised … LEB da Silva, N Rayapati, DC Wunsch IEEE Transactions on Neural Networks and Learning Systems 34 (12), 9757-9770, 2022 | 12 | 2022 |
| 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 | 10 | 2014 |
| 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 34 (10), 6686-6700, 2022 | 9 | 2022 |
| Multi-prototype local density-based hierarchical clustering LEB da Silva, DC Wunsch 2015 International Joint Conference on Neural Networks (IJCNN), 1-9, 2015 | 9 | 2015 |
| 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 | 8 | 2020 |
| Topological biclustering ARTMAP for identifying within bicluster relationships R Yelugam, LEB da Silva, DC Wunsch II Neural Networks 160, 34-49, 2023 | 7 | 2023 |
| 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: 14th …, 2013 | 7 | 2013 |
| 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 and …, 2013 | 6 | 2013 |
| Dual vigilance hypersphere adaptive resonance theory I Elnabarawy, DC Wunsch, LEB Da Silva 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2425-2532, 2019 | 4 | 2019 |
| 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 | 4 | 2019 |
| 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 | 4 | 2014 |
Donald C Wunsch IIMissouri University of Science and TechnologyE-mail confirmado em mst.edu