This disclosure describes using self-organizing maps (SOMs) to perform unsupervised classification of unlabeled training data with a smaller number of labelled training data. A SOM can then be used to perform quality control of analytical instruments such as mass spectrometers.
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Anonymous, "Self-Organizing Maps for Quality Control", Technical Disclosure Commons, (October 22, 2020)