Nagasharath Rayapati

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Cluster Validity Indices

Adaptive Resonance Theory

National Library Of Medicine

Online Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Networks

Publications

Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
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. 34 (12) (2023)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
George J. Shannon, Nagasharath Rayapati, Steven M. Corns, Donald C. Wunsch II
Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database. Neural Networks 139 (2021)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
Incremental cluster validity index-guided online learning for performance and robustness to presentation order. CoRR (2021)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. CoRR (2020)