Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation

Raphael C. Brito, Hansenclever F. Bassani

Time Series Motif Discovery (TSMD) is defined as searching for patterns that are previously unknown and appear with a given frequency in time series. Another problem strongly relat…