Liu, Huan <br/><br/>
Spectral Feature Selection for Data Mining 
Huan Liu, Zheng  Alan Zhao. 
 - 1 online resource (220 p.) 
<br/><br/> Access copy available to the general public. 
<br/><br/> 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. 
<br/><br/><label>ISBN: </label>9781439862094 
<br/><br/><label>Source: </label>
<br/><br/><label>Subjects--Topical Terms: </label><br/>Computers / Computer Science<br/>Computers
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.