Self-Organizing Maps for Exploration of Partially Observed Data and Imputation of Missing Values

Sara Rejeb, Catherine Duveau, Tabea Rebafka

The self-organizing map is an unsupervised neural network which is widely used for data visualisation and clustering in the field of chemometrics. The classical Kohonen algorithm t…