SOMTimeS: Self Organizing Maps for Time Series Clustering and its Application to Serious Illness Conversations

Ali Javed, Donna M. Rizzo, Byung Suk Lee +1

There is an increasing demand for scalable algorithms capable of clustering and analyzing large time series datasets. The Kohonen self-organizing map (SOM) is a type of unsupervise…