Self-Organizing Time Map: An Abstraction of Temporal Multivariate Patterns

Peter Sarlin

This paper adopts and adapts Kohonen's standard Self-Organizing Map (SOM) for exploratory temporal structure analysis. The Self-Organizing Time Map (SOTM) implements SOM-type learn…