Spectral clustering has been applied in various science research and engineering filed. It becomes a popular tool for data analysis. With its development, spectral clustering attracts much more attention from researchers. However, there are few literatures on it. This paper gives a brief introduction about the creation, development, basic theories and representative algorithm of spectral clustering, and expects to help readers to get preliminary understanding in this field.
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