Spectral Feature Selection for Mining Ultrahigh Dimensional Data by

  title={Spectral Feature Selection for Mining Ultrahigh Dimensional Data by},
  author={Zheng Zhao and Huan Liu},
The rapid advance of computer-based high-throughput technology and the ubiquitous use of the web have provided unparalleled opportunities for humans to expand their capabilities in production, services, communications, and research. In this process, immense quantities of high-dimensional data are accumulated, challenging the state-of-the-art machine learning techniques to efficiently produce useful results. Feature selection can effectively reduce data dimensionality by removing irrelevant and… CONTINUE READING
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