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
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;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.950
