SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets

Borui Cai, Guangyan Huang, Shuiqiao Yang +2

Shapelets that discriminate time series using local features (subsequences) are promising for time series clustering. Existing time series clustering methods may fail to capture re…