Semi-supervised topo-Bayesian ARTMAP for noisy data

• Main Authors: Nooralishahi, Parham, Loo, Chu Kiong, Seera, Manjeevan
• Format: Article
• Published: Elsevier 2018
• Subjects: QA75 Electronic computers. Computer science; TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/21117/; https://doi.org/10.1016/j.asoc.2017.10.011

This paper presents a novel semi-supervised ART network that inherits the ability of noise insensitivity, topology learning, and incremental learning from the Bayesian ARTMAP. It is combined with a label prediction strategy based on a clustering technique to determine the neighboring neurons. The pr...