1 citations · 1 across the 2 of their papers we have counts for
2 papers
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…
cs.NE2019
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence
Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch
This paper presents a novel adaptive resonance theory (ART)-based modular architecture for unsupervised learning, namely the distributed dual vigilance fuzzy ART (DDVFA). DDVFA con…