Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)
The U-matrix method is usually used well as for clustering of a self-organizing maps. However, the U-matrix method is effective only when data forms the cluster in the space. In the case of the pulse wave map of a subtitle, input data space has the continuous distribution. Therefore, it has become clear that the boundary of the U-matrix method differs from the class classification to which data belongs. When it had such data distribution, the labels for clustering needed to be manually created by the expert. In this report, labeling is automatically carried out based on special wave data points, and the technique of creating a cluster automatically using the label is proposed.
