TY  - BOOK
AU  - Liu,Huan
AU  - Zhao,Zheng  Alan
TI  - Spectral Feature Selection for Data Mining
SN  - 9781439862094
PB  - CRC Press
KW  - Computers / Computer Science
KW  - bisacsh
KW  - Computers
KW  - Electronic books
N1  - Access copy available to the general public
N2  - This timely introduction to spectral feature selection illustrates the potential of this powerful dimensionality reduction technique in high-dimensional data processing. It presents the theoretical foundations of spectral feature selection, its connections to other algorithms, and its use in handling both large-scale data sets and small sample problems. Readers learn how to use spectral feature selection to solve challenging problems in real-life applications and discover how general feature selection and extraction are connected to spectral feature selection. Source code for the algorithms is available online
UR  - https://openresearchlibrary.org/content/4895e3cf-d91f-4079-b2ca-734762788389
ER  -