DocumentCode
3264424
Title
Document Classification Algorithm Using Kernel LPP
Author
Wang, Ziqiang ; Qian, Xu
Author_Institution
Coll. of Mech. Electron. & Inf. Eng., China Univ. of Min. & Technol.(Beijing), Beijing, China
Volume
2
fYear
2009
fDate
6-7 June 2009
Firstpage
100
Lastpage
102
Abstract
With the explosive increase in document data on the Internet, classifying documents from document database has become one of the hottest research fields.To efficiently deal with this problem, an efficient document classification algorithm based on kernel locality preserving projection (Kernel LPP) is presented in this paper. Experimental results show that the proposed algorithm outperforms other related document classification algorithms.
Keywords
Internet; document handling; Internet; document classification algorithm; document database; kernel LPP; kernel locality preserving projection; Classification algorithms; Data mining; Educational institutions; Explosives; Information retrieval; Internet; Kernel; Large scale integration; Linear discriminant analysis; Pattern recognition; document classification; kernel machine; locality preserving projection (LPP);
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-3645-3
Type
conf
DOI
10.1109/CINC.2009.54
Filename
5231021
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