1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Incremental cluster validity index-guided online learning for performance and robustness to presentation order
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
In streaming data applications incoming samples are processed and discarded, therefore, intelligent decision-making is crucial for the performance of lifelong learning systems. In…
cs.LG2020★ 1 cited
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
This paper presents an adaptive resonance theory predictive mapping (ARTMAP) model which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning, namely…