DocumentCode
1967349
Title
An Extensible and Portable Data Mining Algorithm Library Model
Author
Huawei, Wang ; Xu, De ; Sun, Ying
Author_Institution
Lab. of Complex Syst. & Intell. Sci., Chinese Acad. of Sci., Beijing
Volume
4
fYear
2008
fDate
12-14 Dec. 2008
Firstpage
747
Lastpage
750
Abstract
An extensible and Portable Data Mining Algorithm Library model is proposed in this paper. The architecture of the proposed algorithm library model is constructed based on the object-oriented thought firstly. Algorithm adding sub-module is designed to achieve extensibility of the proposed model. And in algorithm calling scheme, hierarchical control mechanism is adopted to enhance the portability of the algorithm library.
Keywords
data mining; object-oriented programming; algorithm adding sub-module; algorithm calling scheme; hierarchical control mechanism; object-oriented thought; portable data mining algorithm library model; Algorithm design and analysis; Clustering algorithms; Computer science; Data mining; Data preprocessing; Encapsulation; Libraries; Object oriented modeling; Software algorithms; User interfaces; algorithm library model; data mining; extensible; portable;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-0-7695-3336-0
Type
conf
DOI
10.1109/CSSE.2008.950
Filename
4722726
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