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20122017
most citedSelf-Organizing Time Map: An Abstraction of Temporal Multivariate Patterns

49 citations · 64 across the 12 of their papers we have counts for

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cs.LG2013★ 1 cited

Cluster coloring of the Self-Organizing Map: An information visualization perspective

Peter Sarlin, Samuel Rönnqvist

This paper takes an information visualization perspective to visual representations in the general SOM paradigm. This involves viewing SOM-based visualizations through the eyes of…

cs.LG2012★ 49 cited

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…