Spectral Feature Selection for Data Mining by Zheng Alan Zhao and Huan Liu.
I did not find the publisher’s description all that helpful.
You may want to review:
The supplemental page maintained by the authors, Spectral Feature Selection for Data Mining. There you will also find source code by chapter in Matlab format and some other materials.
Earlier work by the authors, see:
Spectral feature selection for supervised and unsupervised learning (2007) by Zheng Zhao , Huan Liu.
Slow going but the early work appears to hold a great deal of promise.
If you have or get a copy of the book, please forward or point to your comments.
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